From 005955c61f3d70a03c5a0507b0207ab34c033e8e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=BC=A0=E6=98=8E?= Date: Sun, 31 May 2020 12:33:06 +0800 Subject: [PATCH] first version of WDAIL --- WDAIL/.idea/workspace.xml | 208 ++++ .../bench/__pycache__/monitor.cpython-36.pyc | Bin 0 -> 6319 bytes WDAIL/bench/benchmarks.py | 165 +++ WDAIL/bench/monitor.py | 188 +++ WDAIL/build.py | 55 + WDAIL/common/cmd_util.py | 184 +++ WDAIL/common/python3 | Bin 0 -> 11937280 bytes WDAIL/common/running_mean_std.py | 187 +++ WDAIL/common/vec_env/__init__.py | 10 + .../__pycache__/__init__.cpython-36.pyc | Bin 0 -> 810 bytes .../__pycache__/dummy_vec_env.cpython-36.pyc | Bin 0 -> 3694 bytes .../__pycache__/monitor.cpython-36.pyc | Bin 0 -> 6328 bytes .../__pycache__/shmem_vec_env.cpython-36.pyc | Bin 0 -> 5801 bytes .../subproc_vec_env.cpython-36.pyc | Bin 0 -> 5064 bytes .../__pycache__/tile_images.cpython-36.pyc | Bin 0 -> 1102 bytes .../vec_env/__pycache__/util.cpython-36.pyc | Bin 0 -> 1684 bytes 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WDAIL/ppo_wdail_BL/wdail_halfcheetah.py | 215 ++++ WDAIL/ppo_wdail_BL/wdail_hopper.py | 214 ++++ WDAIL/ppo_wdail_BL/wdail_humanoid.py | 214 ++++ WDAIL/ppo_wdail_BL/wdail_humanoidstandup.py | 214 ++++ WDAIL/ppo_wdail_BL/wdail_walker.py | 214 ++++ 97 files changed, 11534 insertions(+) create mode 100644 WDAIL/.idea/workspace.xml create mode 100644 WDAIL/bench/__pycache__/monitor.cpython-36.pyc create mode 100644 WDAIL/bench/benchmarks.py create mode 100644 WDAIL/bench/monitor.py create mode 100644 WDAIL/build.py create mode 100644 WDAIL/common/cmd_util.py create mode 100644 WDAIL/common/python3 create mode 100644 WDAIL/common/running_mean_std.py create mode 100644 WDAIL/common/vec_env/__init__.py create mode 100644 WDAIL/common/vec_env/__pycache__/__init__.cpython-36.pyc create mode 100644 WDAIL/common/vec_env/__pycache__/dummy_vec_env.cpython-36.pyc create mode 100644 WDAIL/common/vec_env/__pycache__/monitor.cpython-36.pyc create mode 100644 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zju*uhegJ0#B00fV4zj0Rb0CJTiVQZ3-L~QDZPe;*lEEU2nYdzCzZ)bhH)Zo#lLl1#u z&`Y}?#kz-Jya%sW5Sx|PVZDs$=RbKQu6|k^Y{BivJX*fZW_f(JvN=+{as z`XVjNm%R+$LYL;T7L`zK&AvO9P7C=k)~4iRYI5;vXgpf7H2|4X^PAM-hxy4_mU9fu-OP#_*^NDBqw#r!**BZWgc9J*A_?4xY0C(;#UtpSAxT1J##6D1@sm z44^cMhEsD$^*3M)FI%;TYx^to>|QdJD8jo@6v=-=*@O_#4o)DpPp@TMZLem+Q&Y*+ z4m}tdk7#*aTR8PI_+U?slZ~wqP4(_+KOR#QZ9Qlc 1: + return SubprocVecEnv([make_thunk(i + start_index) for i in range(num_env)]) + else: + return DummyVecEnv([make_thunk(start_index)]) + + +def make_env(env_id, env_type, mpi_rank=0, subrank=0, seed=None, reward_scale=1.0, gamestate=None, flatten_dict_observations=True, wrapper_kwargs=None, logger_dir=None): + wrapper_kwargs = wrapper_kwargs or {} + if env_type == 'atari': + env = make_atari(env_id) + elif env_type == 'retro': + import retro + gamestate = gamestate or retro.State.DEFAULT + env = retro_wrappers.make_retro(game=env_id, max_episode_steps=10000, use_restricted_actions=retro.Actions.DISCRETE, state=gamestate) + else: + env = gym.make(env_id) + + if flatten_dict_observations and isinstance(env.observation_space, gym.spaces.Dict): + keys = env.observation_space.spaces.keys() + env = gym.wrappers.FlattenDictWrapper(env, dict_keys=list(keys)) + + env.seed(seed + subrank if seed is not None else None) + env = Monitor(env, + logger_dir and os.path.join(logger_dir, str(mpi_rank) + '.' + str(subrank)), + allow_early_resets=True) + + if env_type == 'atari': + env = wrap_deepmind(env, **wrapper_kwargs) + elif env_type == 'retro': + env = retro_wrappers.wrap_deepmind_retro(env, **wrapper_kwargs) + + if reward_scale != 1: + env = retro_wrappers.RewardScaler(env, reward_scale) + + return env + + +def make_mujoco_env(env_id, seed, reward_scale=1.0): + """ + Create a wrapped, monitored gym.Env for MuJoCo. + """ + rank = MPI.COMM_WORLD.Get_rank() + myseed = seed + 1000 * rank if seed is not None else None + set_global_seeds(myseed) + env = gym.make(env_id) + logger_path = None if logger.get_dir() is None else os.path.join(logger.get_dir(), str(rank)) + env = Monitor(env, logger_path, allow_early_resets=True) + env.seed(seed) + if reward_scale != 1.0: + from baselines.common.retro_wrappers import RewardScaler + env = RewardScaler(env, reward_scale) + return env + +def make_robotics_env(env_id, seed, rank=0): + """ + Create a wrapped, monitored gym.Env for MuJoCo. + """ + set_global_seeds(seed) + env = gym.make(env_id) + env = FlattenDictWrapper(env, ['observation', 'desired_goal']) + env = Monitor( + env, logger.get_dir() and os.path.join(logger.get_dir(), str(rank)), + info_keywords=('is_success',)) + env.seed(seed) + return env + +def arg_parser(): + """ + Create an empty argparse.ArgumentParser. + """ + import argparse + return argparse.ArgumentParser(formatter_class=argparse.ArgumentDefaultsHelpFormatter) + +def atari_arg_parser(): + """ + Create an argparse.ArgumentParser for run_atari.py. + """ + print('Obsolete - use common_arg_parser instead') + return common_arg_parser() + +def mujoco_arg_parser(): + print('Obsolete - use common_arg_parser instead') + return common_arg_parser() + +def common_arg_parser(): + """ + Create an argparse.ArgumentParser for run_mujoco.py. + """ + parser = arg_parser() + parser.add_argument('--env', help='environment ID', type=str, default='Reacher-v2') + parser.add_argument('--env_type', help='type of environment, used when the environment type cannot be automatically determined', type=str) + parser.add_argument('--seed', help='RNG seed', type=int, default=None) + parser.add_argument('--alg', help='Algorithm', type=str, default='ppo2') + parser.add_argument('--num_timesteps', type=float, default=1e6), + parser.add_argument('--network', help='network type (mlp, cnn, lstm, cnn_lstm, conv_only)', default=None) + parser.add_argument('--gamestate', help='game state to load (so far only used in retro games)', default=None) + parser.add_argument('--num_env', help='Number of environment copies being run in parallel. When not specified, set to number of cpus for Atari, and to 1 for Mujoco', default=None, type=int) + parser.add_argument('--reward_scale', help='Reward scale factor. Default: 1.0', default=1.0, type=float) + parser.add_argument('--save_path', help='Path to save trained model to', default=None, type=str) + parser.add_argument('--save_video_interval', help='Save video every x steps (0 = disabled)', default=0, type=int) + parser.add_argument('--save_video_length', help='Length of recorded video. Default: 200', default=200, type=int) + parser.add_argument('--play', default=False, action='store_true') + parser.add_argument('--extra_import', help='Extra module to import to access external environments', type=str, default=None) + return parser + +def robotics_arg_parser(): + """ + Create an argparse.ArgumentParser for run_mujoco.py. + """ + parser = arg_parser() + parser.add_argument('--env', help='environment ID', type=str, default='FetchReach-v0') + parser.add_argument('--seed', help='RNG seed', type=int, default=None) + parser.add_argument('--num-timesteps', type=int, default=int(1e6)) + return parser + + +def parse_unknown_args(args): + """ + Parse arguments not consumed by arg parser into a dicitonary + """ + retval = {} + preceded_by_key = False + for arg in args: + if arg.startswith('--'): + if '=' in arg: + key = arg.split('=')[0][2:] + value = arg.split('=')[1] + retval[key] = value + else: + key = arg[2:] + preceded_by_key = True + elif preceded_by_key: + retval[key] = arg + preceded_by_key = False + + return retval diff --git a/WDAIL/common/python3 b/WDAIL/common/python3 new file mode 100644 index 0000000000000000000000000000000000000000..c732487ce9a2ea327d145f0844ad09deb1018069 GIT binary patch literal 11937280 zcmaf630O>D*uOJPnO4&xCCjuRWvOi0r=-P_Y?VDEYe|%>O^dWkLY9&ivL%V^g%FCe zgtBBQBC;kS-|sYMo^Sr1x!?Cb&#(8K_x-)^dC$3b7WbYzf<}$C=W;lVR1}!u4CxKD z?AU4&QAc6NQ?$h}BF36g#ow-s38Mrn4-irBzj`58;*e@S-YIkq-{Hwp+lLSb0>sr7x0dbNUNc{ibUwRmriF7=+b@AvS$t2a}xDn~I zbkW=a{rW8R?6q`}kAGmVK>JWAUgviF^Lpt9q6&}&1ypfpekY01@w`u8hQ=13;aXi+lqERY(!Q{6cd6m<{?)G zeA9sl`r{f4((^~ZVgL566hltaG{Wtol=&J&!!CjC3 zAX?*0w0#hB7Is^p9C?L^`2l?uz7L4$0&YF}^T1O8h&+YwB6zzH(~ahOOLYirnyAeT zu|!P3tp$kK!IuKvj&e((FJR7>X#Xhk??$@<+7S8eq1S^y9Gptzc!Tyx__Ki$Jv{Vr&q1OFpX4BuAh8ej!bf&Mp) z{}=61&_w2={Q~HTxFp~b?5gM=L%urn$w^~MG?jxGHx^h1dj;(7;1anEIKlQ1eJ5Z% ze9vJsMV=$TWZ2qZ4b_o1z z%0|TTk-I zUy*Mp?0RS$BA-3ZHFQ9}GtfU)d+LHM+B%pSou z4z|VcpM(7)`kRrf9=6+P7a~_D$UBR&bfCTJo{ z5LX7h2(cTHhkQ*jhd&MeeTcgazYp|$*gFBA(T;(ih(Ge#qaOgh4tfhfWFY#Ph`$WJ zF)#{vfjs*WX9FyOpGa5OvL#KX8JzX-xx&VWzZU&|$U(lJxq;)0`iNA+9*g#Qv>o8{ zM_UM82P}n81NKpf_dxq!Q3F>D`z_R&gmF$l?+3{lwmXPv0~?X<=>LX}13wm=fxt=h zP2o?3EgNG4`w+eu*!SHjl|oHxKBa5Q1>4n)8n2W&#jLgc*+uB^O)eIL!Y9dQ%DiGg`Yh4ya54Tj&3))$CzX23ra{Jw~ffSnJN!FC-vyF&i}XClxKvFgAW zAP4=g@UH{63GIR42>~ax&%*u`c;8wD=8U}e(ccSSD6Opza$KP`Jcp0SSlDKRlZ8B| zV0#B!7C3z=?=kY|VID-5fJ0iX6K{sGL1JphbzD)p;d$22@9#>lbPUyd=wF3SL;GRUxE96lJ z_Y(U3Xq*A!RKOLYe*&CjaIS#!6P#J-6L|ug6ZCa529Sxq7yLwiA@(lX3ABF)w);RI zoJYgfAAnHqcVJKpRG| zuSN|yh#~R|T7%{m%=N#9ly~NCy11zzM|72B#ymip0fegR=s*LGTYn+M%X#25M);`DLOu7rIq+QVV{jW&^w;HQ!N7<)Br`(QhadfuS_0Aox9 zg3wL{7JwH;<1T_zi#)@@?}nU2M#1L+PH)86!gl~ML`Fk@f&DG?I-oy%)}(&a)CKwk ze5&Aa&}QKOMAyRrd2P{`$}9Biq#fw~z;eX?1&EN+ZXtFzcpZTkz+2?hgdPqMIR@@V zpeyp~!50rqr#|A3MQzGRG#=U!oK^6f0}tpJ_Gqt$Zz;43c!l7c0)o)jf_*1)JOlSE zd_B>xLOnxd^6S7>0?rKBWNSHz!yts0nuJQ;}n3f_F6KXRRhjmUUlE_^oN7tnfU zK=(zC*FY!uhzy7SH|&F<&!VpgdjZ~PvJ!R5%5lWpLahQhV~(ctmF0hwQ-3;LKPhhjZS4NXPRtK5&QRE! z|Bo7_d5FFN?(Ki_tfupn<;k`Ml%Fp%MhfQA1*9UG`Co&-E$qK#c(Qp&dlLLvnDc>u z#tcOsH92ecZ~Pu`vJiU}c_yQ-BY;089j0|ULE8aqWojdoV)TbWkEMK~cF|h

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Need to be cloud-pickleable + """ + self.waiting = False + self.closed = False + nenvs = len(env_fns) + ctx = mp.get_context(context) + self.remotes, self.work_remotes = zip(*[ctx.Pipe() for _ in range(nenvs)]) + self.ps = [ctx.Process(target=worker, args=(work_remote, remote, CloudpickleWrapper(env_fn))) + for (work_remote, remote, env_fn) in zip(self.work_remotes, self.remotes, env_fns)] + for p in self.ps: + p.daemon = True # if the main process crashes, we should not cause things to hang + with clear_mpi_env_vars(): + p.start() + for remote in self.work_remotes: + remote.close() + + self.remotes[0].send(('get_spaces_spec', None)) + observation_space, action_space, self.spec = self.remotes[0].recv() + self.viewer = None + VecEnv.__init__(self, len(env_fns), observation_space, action_space) + + def step_async(self, actions): + self._assert_not_closed() + for remote, action in zip(self.remotes, actions): + remote.send(('step', action)) + self.waiting = True + + def step_wait(self): + self._assert_not_closed() + results = [remote.recv() for remote in self.remotes] + self.waiting = False + obs, rews, dones, infos = zip(*results) + return _flatten_obs(obs), np.stack(rews), np.stack(dones), infos + + def reset(self): + self._assert_not_closed() + for remote in self.remotes: + remote.send(('reset', None)) + return _flatten_obs([remote.recv() for remote in self.remotes]) + + def close_extras(self): + self.closed = True + if self.waiting: + for remote in self.remotes: + remote.recv() + for remote in self.remotes: + remote.send(('close', None)) + for p in self.ps: + p.join() + + def get_images(self): + self._assert_not_closed() + for pipe in self.remotes: + pipe.send(('render', None)) + imgs = [pipe.recv() for pipe in self.remotes] + return imgs + + def _assert_not_closed(self): + assert not self.closed, "Trying to operate on a SubprocVecEnv after calling close()" + + def __del__(self): + if not self.closed: + self.close() + +def _flatten_obs(obs): + assert isinstance(obs, (list, tuple)) + assert len(obs) > 0 + + if isinstance(obs[0], dict): + keys = obs[0].keys() + return {k: np.stack([o[k] for o in obs]) for k in keys} + else: + return np.stack(obs) diff --git a/WDAIL/common/vec_env/test_vec_env.py b/WDAIL/common/vec_env/test_vec_env.py new file mode 100644 index 0000000..4feabb0 --- /dev/null +++ b/WDAIL/common/vec_env/test_vec_env.py @@ -0,0 +1,114 @@ +""" +Tests for asynchronous vectorized environments. +""" + +import gym +import numpy as np +import pytest +from .dummy_vec_env import DummyVecEnv +from .shmem_vec_env import ShmemVecEnv +from .subproc_vec_env import SubprocVecEnv +from baselines.common.tests.test_with_mpi import with_mpi + + +def assert_venvs_equal(venv1, venv2, num_steps): + """ + Compare two environments over num_steps steps and make sure + that the observations produced by each are the same when given + the same actions. + """ + assert venv1.num_envs == venv2.num_envs + assert venv1.observation_space.shape == venv2.observation_space.shape + assert venv1.observation_space.dtype == venv2.observation_space.dtype + assert venv1.action_space.shape == venv2.action_space.shape + assert venv1.action_space.dtype == venv2.action_space.dtype + + try: + obs1, obs2 = venv1.reset(), venv2.reset() + assert np.array(obs1).shape == np.array(obs2).shape + assert np.array(obs1).shape == (venv1.num_envs,) + venv1.observation_space.shape + assert np.allclose(obs1, obs2) + venv1.action_space.seed(1337) + for _ in range(num_steps): + actions = np.array([venv1.action_space.sample() for _ in range(venv1.num_envs)]) + for venv in [venv1, venv2]: + venv.step_async(actions) + outs1 = venv1.step_wait() + outs2 = venv2.step_wait() + for out1, out2 in zip(outs1[:3], outs2[:3]): + assert np.array(out1).shape == np.array(out2).shape + assert np.allclose(out1, out2) + assert list(outs1[3]) == list(outs2[3]) + finally: + venv1.close() + venv2.close() + + +@pytest.mark.parametrize('klass', (ShmemVecEnv, SubprocVecEnv)) +@pytest.mark.parametrize('dtype', ('uint8', 'float32')) +def test_vec_env(klass, dtype): # pylint: disable=R0914 + """ + Test that a vectorized environment is equivalent to + DummyVecEnv, since DummyVecEnv is less likely to be + error prone. + """ + num_envs = 3 + num_steps = 100 + shape = (3, 8) + + def make_fn(seed): + """ + Get an environment constructor with a seed. + """ + return lambda: SimpleEnv(seed, shape, dtype) + fns = [make_fn(i) for i in range(num_envs)] + env1 = DummyVecEnv(fns) + env2 = klass(fns) + assert_venvs_equal(env1, env2, num_steps=num_steps) + + +class SimpleEnv(gym.Env): + """ + An environment with a pre-determined observation space + and RNG seed. + """ + + def __init__(self, seed, shape, dtype): + np.random.seed(seed) + self._dtype = dtype + self._start_obs = np.array(np.random.randint(0, 0x100, size=shape), + dtype=dtype) + self._max_steps = seed + 1 + self._cur_obs = None + self._cur_step = 0 + # this is 0xFF instead of 0x100 because the Box space includes + # the high end, while randint does not + self.action_space = gym.spaces.Box(low=0, high=0xFF, shape=shape, dtype=dtype) + self.observation_space = self.action_space + + def step(self, action): + self._cur_obs += np.array(action, dtype=self._dtype) + self._cur_step += 1 + done = self._cur_step >= self._max_steps + reward = self._cur_step / self._max_steps + return self._cur_obs, reward, done, {'foo': 'bar' + str(reward)} + + def reset(self): + self._cur_obs = self._start_obs + self._cur_step = 0 + return self._cur_obs + + def render(self, mode=None): + raise NotImplementedError + + + +@with_mpi() +def test_mpi_with_subprocvecenv(): + shape = (2,3,4) + nenv = 1 + venv = SubprocVecEnv([lambda: SimpleEnv(0, shape, 'float32')] * nenv) + ob = venv.reset() + venv.close() + assert ob.shape == (nenv,) + shape + diff --git a/WDAIL/common/vec_env/test_video_recorder.py b/WDAIL/common/vec_env/test_video_recorder.py new file mode 100644 index 0000000..363404a --- /dev/null +++ b/WDAIL/common/vec_env/test_video_recorder.py @@ -0,0 +1,49 @@ +""" +Tests for asynchronous vectorized environments. +""" + +import gym +import pytest +import os +import glob +import tempfile + +from .dummy_vec_env import DummyVecEnv +from .shmem_vec_env import ShmemVecEnv +from .subproc_vec_env import SubprocVecEnv +from .vec_video_recorder import VecVideoRecorder + +@pytest.mark.parametrize('klass', (DummyVecEnv, ShmemVecEnv, SubprocVecEnv)) +@pytest.mark.parametrize('num_envs', (1, 4)) +@pytest.mark.parametrize('video_length', (10, 100)) +@pytest.mark.parametrize('video_interval', (1, 50)) +def test_video_recorder(klass, num_envs, video_length, video_interval): + """ + Wrap an existing VecEnv with VevVideoRecorder, + Make (video_interval + video_length + 1) steps, + then check that the file is present + """ + + def make_fn(): + env = gym.make('PongNoFrameskip-v4') + return env + fns = [make_fn for _ in range(num_envs)] + env = klass(fns) + + with tempfile.TemporaryDirectory() as video_path: + env = VecVideoRecorder(env, video_path, record_video_trigger=lambda x: x % video_interval == 0, video_length=video_length) + + env.reset() + for _ in range(video_interval + video_length + 1): + env.step([0] * num_envs) + env.close() + + + recorded_video = glob.glob(os.path.join(video_path, "*.mp4")) + + # first and second step + assert len(recorded_video) == 2 + # Files are not empty + assert all(os.stat(p).st_size != 0 for p in recorded_video) + + diff --git a/WDAIL/common/vec_env/tile_images.py b/WDAIL/common/vec_env/tile_images.py new file mode 100644 index 0000000..929da89 --- /dev/null +++ b/WDAIL/common/vec_env/tile_images.py @@ -0,0 +1,23 @@ +import numpy as np + +def tile_images(img_nhwc): + """ + Tile N images into one big PxQ image + (P,Q) are chosen to be as close as possible, and if N + is square, then P=Q. + + input: img_nhwc, list or array of images, ndim=4 once turned into array + n = batch index, h = height, w = width, c = channel + returns: + bigim_HWc, ndarray with ndim=3 + """ + img_nhwc = np.asarray(img_nhwc) + N, h, w, c = img_nhwc.shape + H = int(np.ceil(np.sqrt(N))) + W = int(np.ceil(float(N)/H)) + img_nhwc = np.array(list(img_nhwc) + [img_nhwc[0]*0 for _ in range(N, H*W)]) + img_HWhwc = img_nhwc.reshape(H, W, h, w, c) + img_HhWwc = img_HWhwc.transpose(0, 2, 1, 3, 4) + img_Hh_Ww_c = img_HhWwc.reshape(H*h, W*w, c) + return img_Hh_Ww_c + diff --git a/WDAIL/common/vec_env/util.py b/WDAIL/common/vec_env/util.py new file mode 100644 index 0000000..d29d8a3 --- /dev/null +++ b/WDAIL/common/vec_env/util.py @@ -0,0 +1,59 @@ +""" +Helpers for dealing with vectorized environments. +""" + +from collections import OrderedDict + +import gym +import numpy as np + + +def copy_obs_dict(obs): + """ + Deep-copy an observation dict. + """ + return {k: np.copy(v) for k, v in obs.items()} + + +def dict_to_obs(obs_dict): + """ + Convert an observation dict into a raw array if the + original observation space was not a Dict space. + """ + if set(obs_dict.keys()) == {None}: + return obs_dict[None] + return obs_dict + + +def obs_space_info(obs_space): + """ + Get dict-structured information about a gym.Space. + + Returns: + A tuple (keys, shapes, dtypes): + keys: a list of dict keys. + shapes: a dict mapping keys to shapes. + dtypes: a dict mapping keys to dtypes. + """ + if isinstance(obs_space, gym.spaces.Dict): + assert isinstance(obs_space.spaces, OrderedDict) + subspaces = obs_space.spaces + else: + subspaces = {None: obs_space} + keys = [] + shapes = {} + dtypes = {} + for key, box in subspaces.items(): + keys.append(key) + shapes[key] = box.shape + dtypes[key] = box.dtype + return keys, shapes, dtypes + + +def obs_to_dict(obs): + """ + Convert an observation into a dict. + """ + if isinstance(obs, dict): + return obs + return {None: obs} diff --git a/WDAIL/common/vec_env/vec_env.py b/WDAIL/common/vec_env/vec_env.py new file mode 100644 index 0000000..c9caa54 --- /dev/null +++ b/WDAIL/common/vec_env/vec_env.py @@ -0,0 +1,219 @@ +import contextlib +import os +from abc import ABC, abstractmethod + +from .tile_images import tile_images + +class AlreadySteppingError(Exception): + """ + Raised when an asynchronous step is running while + step_async() is called again. + """ + + def __init__(self): + msg = 'already running an async step' + Exception.__init__(self, msg) + + +class NotSteppingError(Exception): + """ + Raised when an asynchronous step is not running but + step_wait() is called. + """ + + def __init__(self): + msg = 'not running an async step' + Exception.__init__(self, msg) + + +class VecEnv(ABC): + """ + An abstract asynchronous, vectorized environment. + Used to batch data from multiple copies of an environment, so that + each observation becomes an batch of observations, and expected action is a batch of actions to + be applied per-environment. + """ + closed = False + viewer = None + + metadata = { + 'render.modes': ['human', 'rgb_array'] + } + + def __init__(self, num_envs, observation_space, action_space): + self.num_envs = num_envs + self.observation_space = observation_space + self.action_space = action_space + + @abstractmethod + def reset(self): + """ + Reset all the environments and return an array of + observations, or a dict of observation arrays. + + If step_async is still doing work, that work will + be cancelled and step_wait() should not be called + until step_async() is invoked again. + """ + pass + + @abstractmethod + def step_async(self, actions): + """ + Tell all the environments to start taking a step + with the given actions. + Call step_wait() to get the results of the step. + + You should not call this if a step_async run is + already pending. + """ + pass + + @abstractmethod + def step_wait(self): + """ + Wait for the step taken with step_async(). + + Returns (obs, rews, dones, infos): + - obs: an array of observations, or a dict of + arrays of observations. + - rews: an array of rewards + - dones: an array of "episode done" booleans + - infos: a sequence of info objects + """ + pass + + def close_extras(self): + """ + Clean up the extra resources, beyond what's in this base class. + Only runs when not self.closed. + """ + pass + + def close(self): + if self.closed: + return + if self.viewer is not None: + self.viewer.close() + self.close_extras() + self.closed = True + + def step(self, actions): + """ + Step the environments synchronously. + + This is available for backwards compatibility. + """ + self.step_async(actions) + return self.step_wait() + + def render(self, mode='human'): + imgs = self.get_images() + bigimg = tile_images(imgs) + if mode == 'human': + self.get_viewer().imshow(bigimg) + return self.get_viewer().isopen + elif mode == 'rgb_array': + return bigimg + else: + raise NotImplementedError + + def get_images(self): + """ + Return RGB images from each environment + """ + raise NotImplementedError + + @property + def unwrapped(self): + if isinstance(self, VecEnvWrapper): + return self.venv.unwrapped + else: + return self + + def get_viewer(self): + if self.viewer is None: + from gym.envs.classic_control import rendering + self.viewer = rendering.SimpleImageViewer() + return self.viewer + +class VecEnvWrapper(VecEnv): + """ + An environment wrapper that applies to an entire batch + of environments at once. + """ + + def __init__(self, venv, observation_space=None, action_space=None): + self.venv = venv + VecEnv.__init__(self, + num_envs=venv.num_envs, + observation_space=observation_space or venv.observation_space, + action_space=action_space or venv.action_space) + + def step_async(self, actions): + self.venv.step_async(actions) + + @abstractmethod + def reset(self): + pass + + @abstractmethod + def step_wait(self): + pass + + def close(self): + return self.venv.close() + + def render(self, mode='human'): + return self.venv.render(mode=mode) + + def get_images(self): + return self.venv.get_images() + +class VecEnvObservationWrapper(VecEnvWrapper): + @abstractmethod + def process(self, obs): + pass + + def reset(self): + obs = self.venv.reset() + return self.process(obs) + + def step_wait(self): + obs, rews, dones, infos = self.venv.step_wait() + return self.process(obs), rews, dones, infos + +class CloudpickleWrapper(object): + """ + Uses cloudpickle to serialize contents (otherwise multiprocessing tries to use pickle) + """ + + def __init__(self, x): + self.x = x + + def __getstate__(self): + import cloudpickle + return cloudpickle.dumps(self.x) + + def __setstate__(self, ob): + import pickle + self.x = pickle.loads(ob) + + +@contextlib.contextmanager +def clear_mpi_env_vars(): + """ + from mpi4py import MPI will call MPI_Init by default. If the child process has MPI environment variables, MPI will think that the child process is an MPI process just like the parent and do bad things such as hang. + This context manager is a hacky way to clear those environment variables temporarily such as when we are starting multiprocessing + Processes. + """ + removed_environment = {} + for k, v in list(os.environ.items()): + for prefix in ['OMPI_', 'PMI_']: + if k.startswith(prefix): + removed_environment[k] = v + del os.environ[k] + try: + yield + finally: + os.environ.update(removed_environment) diff --git a/WDAIL/common/vec_env/vec_frame_stack.py b/WDAIL/common/vec_env/vec_frame_stack.py new file mode 100644 index 0000000..0da1a0a --- /dev/null +++ b/WDAIL/common/vec_env/vec_frame_stack.py @@ -0,0 +1,30 @@ +from .vec_env import VecEnvWrapper +import numpy as np +from gym import spaces + + +class VecFrameStack(VecEnvWrapper): + def __init__(self, venv, nstack): + self.venv = venv + self.nstack = nstack + wos = venv.observation_space # wrapped ob space + low = np.repeat(wos.low, self.nstack, axis=-1) + high = np.repeat(wos.high, self.nstack, axis=-1) + self.stackedobs = np.zeros((venv.num_envs,) + low.shape, low.dtype) + observation_space = spaces.Box(low=low, high=high, dtype=venv.observation_space.dtype) + VecEnvWrapper.__init__(self, venv, observation_space=observation_space) + + def step_wait(self): + obs, rews, news, infos = self.venv.step_wait() + self.stackedobs = np.roll(self.stackedobs, shift=-1, axis=-1) + for (i, new) in enumerate(news): + if new: + self.stackedobs[i] = 0 + self.stackedobs[..., -obs.shape[-1]:] = obs + return self.stackedobs, rews, news, infos + + def reset(self): + obs = self.venv.reset() + self.stackedobs[...] = 0 + self.stackedobs[..., -obs.shape[-1]:] = obs + return self.stackedobs diff --git a/WDAIL/common/vec_env/vec_monitor.py b/WDAIL/common/vec_env/vec_monitor.py new file mode 100644 index 0000000..634f9b9 --- /dev/null +++ b/WDAIL/common/vec_env/vec_monitor.py @@ -0,0 +1,51 @@ +from . import VecEnvWrapper +# from baselines.bench.monitor import ResultsWriter +# from baselines.bench.monitor import ResultsWriter +from .monitor import ResultsWriter +import numpy as np +import time +from collections import deque + +class VecMonitor(VecEnvWrapper): + def __init__(self, venv, filename=None, keep_buf=0): + VecEnvWrapper.__init__(self, venv) + self.eprets = None + self.eplens = None + self.epcount = 0 + self.tstart = time.time() + if filename: + self.results_writer = ResultsWriter(filename, header={'t_start': self.tstart}) + else: + self.results_writer = None + self.keep_buf = keep_buf + if self.keep_buf: + self.epret_buf = deque([], maxlen=keep_buf) + self.eplen_buf = deque([], maxlen=keep_buf) + + def reset(self): + obs = self.venv.reset() + self.eprets = np.zeros(self.num_envs, 'f') + self.eplens = np.zeros(self.num_envs, 'i') + return obs + + def step_wait(self): + obs, rews, dones, infos = self.venv.step_wait() + self.eprets += rews + self.eplens += 1 + newinfos = [] + for (i, (done, ret, eplen, info)) in enumerate(zip(dones, self.eprets, self.eplens, infos)): + info = info.copy() + if done: + epinfo = {'r': ret, 'l': eplen, 't': round(time.time() - self.tstart, 6)} + info['episode'] = epinfo + if self.keep_buf: + self.epret_buf.append(ret) + self.eplen_buf.append(eplen) + self.epcount += 1 + self.eprets[i] = 0 + self.eplens[i] = 0 + if self.results_writer: + self.results_writer.write_row(epinfo) + newinfos.append(info) + + return obs, rews, dones, newinfos diff --git a/WDAIL/common/vec_env/vec_normalize.py b/WDAIL/common/vec_env/vec_normalize.py new file mode 100644 index 0000000..f3255e9 --- /dev/null +++ b/WDAIL/common/vec_env/vec_normalize.py @@ -0,0 +1,43 @@ +from . import VecEnvWrapper +from baselines.common.running_mean_std import RunningMeanStd +import numpy as np + + +class VecNormalize(VecEnvWrapper): + """ + A vectorized wrapper that normalizes the observations + and returns from an environment. + """ + + def __init__(self, venv, ob=True, ret=True, clipob=10., cliprew=10., gamma=0.99, epsilon=1e-8): + VecEnvWrapper.__init__(self, venv) + self.ob_rms = RunningMeanStd(shape=self.observation_space.shape) if ob else None + self.ret_rms = RunningMeanStd(shape=()) if ret else None + self.clipob = clipob + self.cliprew = cliprew + self.ret = np.zeros(self.num_envs) + self.gamma = gamma + self.epsilon = epsilon + + def step_wait(self): + obs, rews, news, infos = self.venv.step_wait() + self.ret = self.ret * self.gamma + rews + obs = self._obfilt(obs) + if self.ret_rms: + self.ret_rms.update(self.ret) + rews = np.clip(rews / np.sqrt(self.ret_rms.var + self.epsilon), -self.cliprew, self.cliprew) + self.ret[news] = 0. + return obs, rews, news, infos + + def _obfilt(self, obs): + if self.ob_rms: + self.ob_rms.update(obs) + obs = np.clip((obs - self.ob_rms.mean) / np.sqrt(self.ob_rms.var + self.epsilon), -self.clipob, self.clipob) + return obs + else: + return obs + + def reset(self): + self.ret = np.zeros(self.num_envs) + obs = self.venv.reset() + return self._obfilt(obs) diff --git a/WDAIL/common/vec_env/vec_remove_dict_obs.py b/WDAIL/common/vec_env/vec_remove_dict_obs.py new file mode 100644 index 0000000..602b949 --- /dev/null +++ b/WDAIL/common/vec_env/vec_remove_dict_obs.py @@ -0,0 +1,11 @@ +from .vec_env import VecEnvObservationWrapper + + +class VecExtractDictObs(VecEnvObservationWrapper): + def __init__(self, venv, key): + self.key = key + super().__init__(venv=venv, + observation_space=venv.observation_space.spaces[self.key]) + + def process(self, obs): + return obs[self.key] \ No newline at end of file diff --git a/WDAIL/common/vec_env/vec_video_recorder.py b/WDAIL/common/vec_env/vec_video_recorder.py new file mode 100644 index 0000000..b4e7059 --- /dev/null +++ b/WDAIL/common/vec_env/vec_video_recorder.py @@ -0,0 +1,89 @@ +import os +from baselines import logger +from baselines.common.vec_env import VecEnvWrapper +from gym.wrappers.monitoring import video_recorder + + +class VecVideoRecorder(VecEnvWrapper): + """ + Wrap VecEnv to record rendered image as mp4 video. + """ + + def __init__(self, venv, directory, record_video_trigger, video_length=200): + """ + # Arguments + venv: VecEnv to wrap + directory: Where to save videos + record_video_trigger: + Function that defines when to start recording. + The function takes the current number of step, + and returns whether we should start recording or not. + video_length: Length of recorded video + """ + + VecEnvWrapper.__init__(self, venv) + self.record_video_trigger = record_video_trigger + self.video_recorder = None + + self.directory = os.path.abspath(directory) + if not os.path.exists(self.directory): os.mkdir(self.directory) + + self.file_prefix = "vecenv" + self.file_infix = '{}'.format(os.getpid()) + self.step_id = 0 + self.video_length = video_length + + self.recording = False + self.recorded_frames = 0 + + def reset(self): + obs = self.venv.reset() + + self.start_video_recorder() + + return obs + + def start_video_recorder(self): + self.close_video_recorder() + + base_path = os.path.join(self.directory, '{}.video.{}.video{:06}'.format(self.file_prefix, self.file_infix, self.step_id)) + self.video_recorder = video_recorder.VideoRecorder( + env=self.venv, + base_path=base_path, + metadata={'step_id': self.step_id} + ) + + self.video_recorder.capture_frame() + self.recorded_frames = 1 + self.recording = True + + def _video_enabled(self): + return self.record_video_trigger(self.step_id) + + def step_wait(self): + obs, rews, dones, infos = self.venv.step_wait() + + self.step_id += 1 + if self.recording: + self.video_recorder.capture_frame() + self.recorded_frames += 1 + if self.recorded_frames > self.video_length: + logger.info("Saving video to ", self.video_recorder.path) + self.close_video_recorder() + elif self._video_enabled(): + self.start_video_recorder() + + return obs, rews, dones, infos + + def close_video_recorder(self): + if self.recording: + self.video_recorder.close() + self.recording = False + self.recorded_frames = 0 + + def close(self): + VecEnvWrapper.close(self) + self.close_video_recorder() + + def __del__(self): + self.close() diff --git a/WDAIL/config.py b/WDAIL/config.py new file mode 100644 index 0000000..8755f99 --- /dev/null +++ b/WDAIL/config.py @@ -0,0 +1,43 @@ +from pathlib2 import Path + +dac_dir = Path(__file__).parent +trajector_dir = dac_dir / 'trajs' +project_dir = dac_dir.parent.parent +# results_dir = project_dir / 'results' + +results_dir = dac_dir/ 'results' + +trained_model_dir = dac_dir/ 'trained_model' + +trained_model_dir_rela = './trained_model' + + +if not trajector_dir.is_dir(): + trajector_dir.mkdir() + +if not results_dir.is_dir(): + results_dir.mkdir() + +if not trained_model_dir.is_dir(): + trained_model_dir.mkdir() + +import argparse +# set key parameters +def ppo_argsparser(): + parser = argparse.ArgumentParser("PPO") + parser.add_argument('--env_id', help='environment ID', default='Hopper-v2') + parser.add_argument('--algo_id', help='algorithm ID', default='PPO') + parser.add_argument('--batch_size', help='batch size', type=int, default=64) + parser.add_argument('--nenv', help='num env', type=int, default=1) + parser.add_argument('--ppo_epoch', help='ppo epoch num', type=int, default=10) + parser.add_argument('--hidden_size', help='hidden size', type=int, default=64) + parser.add_argument('--nsteps', help='nsteps', type=int, default=2048) + parser.add_argument('--total_steps', help='total steps', type=int, default=10e6) + parser.add_argument('--learning_rate', help='learning rate', type=int, default=3e-4) + parser.add_argument('--evaluate_every', help='evaluate every', type=int, default=20480) + parser.add_argument('--save_condition', help='save_condition', type=int, default=1000) + parser.add_argument('--num_model', help='num_model', type=int, default=10) + parser.add_argument('--use_device', help='use_device', type=bool, default=True) + parser.add_argument('--cuda', help='num_model', type=int, default=0) + + return parser.parse_args() \ No newline at end of file diff --git a/WDAIL/logger.py b/WDAIL/logger.py new file mode 100644 index 0000000..6c08ca0 --- /dev/null +++ b/WDAIL/logger.py @@ -0,0 +1,498 @@ +import os +import sys +import shutil +import os.path as osp +import json +import time +import datetime +import tempfile +from collections import defaultdict +from contextlib import contextmanager + +DEBUG = 10 +INFO = 20 +WARN = 30 +ERROR = 40 + +DISABLED = 50 + +class KVWriter(object): + def writekvs(self, kvs): + raise NotImplementedError + +class SeqWriter(object): + def writeseq(self, seq): + raise NotImplementedError + +class HumanOutputFormat(KVWriter, SeqWriter): + def __init__(self, filename_or_file): + if isinstance(filename_or_file, str): + self.file = open(filename_or_file, 'wt') + self.own_file = True + else: + assert hasattr(filename_or_file, 'read'), 'expected file or str, got %s'%filename_or_file + self.file = filename_or_file + self.own_file = False + + def writekvs(self, kvs): + # Create strings for printing + key2str = {} + for (key, val) in sorted(kvs.items()): + if isinstance(val, float): + valstr = '%-8.3g' % (val,) + else: + valstr = str(val) + key2str[self._truncate(key)] = self._truncate(valstr) + + # Find max widths + if len(key2str) == 0: + print('WARNING: tried to write empty key-value dict') + return + else: + keywidth = max(map(len, key2str.keys())) + valwidth = max(map(len, key2str.values())) + + # Write out the data + dashes = '-' * (keywidth + valwidth + 7) + lines = [dashes] + for (key, val) in sorted(key2str.items(), key=lambda kv: kv[0].lower()): + lines.append('| %s%s | %s%s |' % ( + key, + ' ' * (keywidth - len(key)), + val, + ' ' * (valwidth - len(val)), + )) + lines.append(dashes) + self.file.write('\n'.join(lines) + '\n') + + # Flush the output to the file + self.file.flush() + + def _truncate(self, s): + maxlen = 30 + return s[:maxlen-3] + '...' if len(s) > maxlen else s + + def writeseq(self, seq): + seq = list(seq) + for (i, elem) in enumerate(seq): + self.file.write(elem) + if i < len(seq) - 1: # add space unless this is the last one + self.file.write(' ') + self.file.write('\n') + self.file.flush() + + def close(self): + if self.own_file: + self.file.close() + +class JSONOutputFormat(KVWriter): + def __init__(self, filename): + self.file = open(filename, 'wt') + + def writekvs(self, kvs): + for k, v in sorted(kvs.items()): + if hasattr(v, 'dtype'): + v = v.tolist() + kvs[k] = float(v) + self.file.write(json.dumps(kvs) + '\n') + self.file.flush() + + def close(self): + self.file.close() + +class CSVOutputFormat(KVWriter): + def __init__(self, filename): + self.file = open(filename, 'w+t') + self.keys = [] + self.sep = ',' + + def writekvs(self, kvs): + # Add our current row to the history + extra_keys = list(kvs.keys() - self.keys) + extra_keys.sort() + if extra_keys: + self.keys.extend(extra_keys) + self.file.seek(0) + lines = self.file.readlines() + self.file.seek(0) + for (i, k) in enumerate(self.keys): + if i > 0: + self.file.write(',') + self.file.write(k) + self.file.write('\n') + for line in lines[1:]: + self.file.write(line[:-1]) + self.file.write(self.sep * len(extra_keys)) + self.file.write('\n') + for (i, k) in enumerate(self.keys): + if i > 0: + self.file.write(',') + v = kvs.get(k) + if v is not None: + self.file.write(str(v)) + self.file.write('\n') + self.file.flush() + + def close(self): + self.file.close() + + +class TensorBoardOutputFormat(KVWriter): + """ + Dumps key/value pairs into TensorBoard's numeric format. + """ + def __init__(self, dir): + os.makedirs(dir, exist_ok=True) + self.dir = dir + self.step = 1 + prefix = 'events' + path = osp.join(osp.abspath(dir), prefix) + import tensorflow as tf + from tensorflow.python import pywrap_tensorflow + from tensorflow.core.util import event_pb2 + from tensorflow.python.util import compat + self.tf = tf + self.event_pb2 = event_pb2 + self.pywrap_tensorflow = pywrap_tensorflow + self.writer = pywrap_tensorflow.EventsWriter(compat.as_bytes(path)) + + def writekvs(self, kvs): + def summary_val(k, v): + kwargs = {'tag': k, 'simple_value': float(v)} + return self.tf.Summary.Value(**kwargs) + summary = self.tf.Summary(value=[summary_val(k, v) for k, v in kvs.items()]) + event = self.event_pb2.Event(wall_time=time.time(), summary=summary) + event.step = self.step # is there any reason why you'd want to specify the step? + self.writer.WriteEvent(event) + self.writer.Flush() + self.step += 1 + + def close(self): + if self.writer: + self.writer.Close() + self.writer = None + +def make_output_format(format, ev_dir, log_suffix=''): + os.makedirs(ev_dir, exist_ok=True) + if format == 'stdout': + return HumanOutputFormat(sys.stdout) + elif format == 'log': + return HumanOutputFormat(osp.join(ev_dir, 'log%s.txt' % log_suffix)) + elif format == 'json': + return JSONOutputFormat(osp.join(ev_dir, 'progress%s.json' % log_suffix)) + elif format == 'csv': + return CSVOutputFormat(osp.join(ev_dir, 'progress%s.csv' % log_suffix)) + elif format == 'tensorboard': + return TensorBoardOutputFormat(osp.join(ev_dir, 'tb%s' % log_suffix)) + else: + raise ValueError('Unknown format specified: %s' % (format,)) + +# ================================================================ +# API +# ================================================================ + +def logkv(key, val): + """ + Log a value of some diagnostic + Call this once for each diagnostic quantity, each iteration + If called many times, last value will be used. + """ + get_current().logkv(key, val) + +def logkv_mean(key, val): + """ + The same as logkv(), but if called many times, values averaged. + """ + get_current().logkv_mean(key, val) + +def logkvs(d): + """ + Log a dictionary of key-value pairs + """ + for (k, v) in d.items(): + logkv(k, v) + +def dumpkvs(): + """ + Write all of the diagnostics from the current iteration + """ + return get_current().dumpkvs() + +def getkvs(): + return get_current().name2val + + +def log(*args, level=INFO): + """ + Write the sequence of args, with no separators, to the console and output files (if you've configured an output file). + """ + get_current().log(*args, level=level) + +def debug(*args): + log(*args, level=DEBUG) + +def info(*args): + log(*args, level=INFO) + +def warn(*args): + log(*args, level=WARN) + +def error(*args): + log(*args, level=ERROR) + + +def set_level(level): + """ + Set logging threshold on current logger. + """ + get_current().set_level(level) + +def set_comm(comm): + get_current().set_comm(comm) + +def get_dir(): + """ + Get directory that log files are being written to. + will be None if there is no output directory (i.e., if you didn't call start) + """ + return get_current().get_dir() + +record_tabular = logkv +dump_tabular = dumpkvs + +@contextmanager +def profile_kv(scopename): + logkey = 'wait_' + scopename + tstart = time.time() + try: + yield + finally: + get_current().name2val[logkey] += time.time() - tstart + +def profile(n): + """ + Usage: + @profile("my_func") + def my_func(): code + """ + def decorator_with_name(func): + def func_wrapper(*args, **kwargs): + with profile_kv(n): + return func(*args, **kwargs) + return func_wrapper + return decorator_with_name + + +# ================================================================ +# Backend +# ================================================================ + +def get_current(): + if Logger.CURRENT is None: + _configure_default_logger() + + return Logger.CURRENT + + +class Logger(object): + DEFAULT = None # A logger with no output files. (See right below class definition) + # So that you can still log to the terminal without setting up any output files + CURRENT = None # Current logger being used by the free functions above + + def __init__(self, dir, output_formats, comm=None): + self.name2val = defaultdict(float) # values this iteration + self.name2cnt = defaultdict(int) + self.level = INFO + self.dir = dir + self.output_formats = output_formats + self.comm = comm + + # Logging API, forwarded + # ---------------------------------------- + def logkv(self, key, val): + self.name2val[key] = val + + def logkv_mean(self, key, val): + oldval, cnt = self.name2val[key], self.name2cnt[key] + self.name2val[key] = oldval*cnt/(cnt+1) + val/(cnt+1) + self.name2cnt[key] = cnt + 1 + + def dumpkvs(self): + if self.comm is None: + d = self.name2val + else: + from baselines.common import mpi_util + d = mpi_util.mpi_weighted_mean(self.comm, + {name : (val, self.name2cnt.get(name, 1)) + for (name, val) in self.name2val.items()}) + if self.comm.rank != 0: + d['dummy'] = 1 # so we don't get a warning about empty dict + out = d.copy() # Return the dict for unit testing purposes + for fmt in self.output_formats: + if isinstance(fmt, KVWriter): + fmt.writekvs(d) + self.name2val.clear() + self.name2cnt.clear() + return out + + def log(self, *args, level=INFO): + if self.level <= level: + self._do_log(args) + + # Configuration + # ---------------------------------------- + def set_level(self, level): + self.level = level + + def set_comm(self, comm): + self.comm = comm + + def get_dir(self): + return self.dir + + def close(self): + for fmt in self.output_formats: + fmt.close() + + # Misc + # ---------------------------------------- + def _do_log(self, args): + for fmt in self.output_formats: + if isinstance(fmt, SeqWriter): + fmt.writeseq(map(str, args)) + +def configure(dir=None, format_strs=None, comm=None): + """ + If comm is provided, average all numerical stats across that comm + """ + if dir is None: + dir = os.getenv('OPENAI_LOGDIR') + if dir is None: + dir = osp.join(tempfile.gettempdir(), + datetime.datetime.now().strftime("openai-%Y-%m-%d-%H-%M-%S-%f")) + assert isinstance(dir, str) + os.makedirs(dir, exist_ok=True) + + log_suffix = '' + rank = 0 + # check environment variables here instead of importing mpi4py + # to avoid calling MPI_Init() when this module is imported + for varname in ['PMI_RANK', 'OMPI_COMM_WORLD_RANK']: + if varname in os.environ: + rank = int(os.environ[varname]) + if rank > 0: + log_suffix = "-rank%03i" % rank + + if format_strs is None: + if rank == 0: + format_strs = os.getenv('OPENAI_LOG_FORMAT', 'stdout,log,csv').split(',') + else: + format_strs = os.getenv('OPENAI_LOG_FORMAT_MPI', 'log').split(',') + format_strs = filter(None, format_strs) + output_formats = [make_output_format(f, dir, log_suffix) for f in format_strs] + + Logger.CURRENT = Logger(dir=dir, output_formats=output_formats, comm=comm) + log('Logging to %s'%dir) + +def _configure_default_logger(): + configure() + Logger.DEFAULT = Logger.CURRENT + +def reset(): + if Logger.CURRENT is not Logger.DEFAULT: + Logger.CURRENT.close() + Logger.CURRENT = Logger.DEFAULT + log('Reset logger') + +@contextmanager +def scoped_configure(dir=None, format_strs=None, comm=None): + prevlogger = Logger.CURRENT + configure(dir=dir, format_strs=format_strs, comm=comm) + try: + yield + finally: + Logger.CURRENT.close() + Logger.CURRENT = prevlogger + +# ================================================================ + +def _demo(): + info("hi") + debug("shouldn't appear") + set_level(DEBUG) + debug("should appear") + dir = "/tmp/testlogging" + if os.path.exists(dir): + shutil.rmtree(dir) + configure(dir=dir) + logkv("a", 3) + logkv("b", 2.5) + dumpkvs() + logkv("b", -2.5) + logkv("a", 5.5) + dumpkvs() + info("^^^ should see a = 5.5") + logkv_mean("b", -22.5) + logkv_mean("b", -44.4) + logkv("a", 5.5) + dumpkvs() + info("^^^ should see b = -33.3") + + logkv("b", -2.5) + dumpkvs() + + logkv("a", "longasslongasslongasslongasslongasslongassvalue") + dumpkvs() + + +# ================================================================ +# Readers +# ================================================================ + +def read_json(fname): + import pandas + ds = [] + with open(fname, 'rt') as fh: + for line in fh: + ds.append(json.loads(line)) + return pandas.DataFrame(ds) + +def read_csv(fname): + import pandas + return pandas.read_csv(fname, index_col=None, comment='#') + +def read_tb(path): + """ + path : a tensorboard file OR a directory, where we will find all TB files + of the form events.* + """ + import pandas + import numpy as np + from glob import glob + import tensorflow as tf + if osp.isdir(path): + fnames = glob(osp.join(path, "events.*")) + elif osp.basename(path).startswith("events."): + fnames = [path] + else: + raise NotImplementedError("Expected tensorboard file or directory containing them. 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return inputs, labels + + +class Mujoco_Dset(object): + def __init__(self, expert_path, train_fraction=0.7, traj_limitation=-1, subsample_frequency=20, randomize=True): + traj_data = np.load(expert_path, allow_pickle=True) + + rets_= traj_data['ep_rets'] + index = np.argsort(rets_) + # index_ = np.random.choice(len(rets_),traj_limitation) + + # aa = len(traj_data['obs']) + if traj_limitation < 0: + traj_limitation = len(traj_data['obs']) + # obs = traj_data['obs'][:traj_limitation] + # acs = traj_data['acs'][:traj_limitation] + select_bset = False + if select_bset: + sel_idx = index[::-1][:traj_limitation] + else: + sel_idx = np.random.choice(len(rets_),traj_limitation) + # sel_idx = [0: traj_limitation] + + # obs = traj_data['obs'][sel_idx] + # acs = traj_data['acs'][sel_idx] + + obs = traj_data['obs'][:traj_limitation] + acs = traj_data['acs'][:traj_limitation] + + obs, acs = self.subsample(obs, acs, subsample_frequency) + + def flatten(x): + # x.shape = (E,), or (E, L, D) + _, size = x[0].shape + episode_length = [len(i) for i in x] + y = np.zeros((sum(episode_length), size)) + start_idx = 0 + for l, x_i in zip(episode_length, x): + y[start_idx:(start_idx+l)] = x_i + start_idx += l + return y + self.obs = np.array(flatten(obs)) + self.acs = np.array(flatten(acs)) + self.rets = traj_data['ep_rets'][:traj_limitation] + # self.rets = traj_data['ep_rets'][sel_idx] + + self.avg_ret = sum(self.rets)/len(self.rets) + self.std_ret = np.std(np.array(self.rets)) + if len(self.acs) > 2: + self.acs = np.squeeze(self.acs) + assert len(self.obs) == len(self.acs) + self.num_traj = min(traj_limitation, len(traj_data['obs'])) + self.num_transition = len(self.obs) + self.randomize = randomize + self.dset = Dset(self.obs, self.acs, self.randomize) + # for behavior cloning + self.train_set = Dset(self.obs[:int(self.num_transition*train_fraction), :], + self.acs[:int(self.num_transition*train_fraction), :], + self.randomize) + self.val_set = Dset(self.obs[int(self.num_transition*train_fraction):, :], + self.acs[int(self.num_transition*train_fraction):, :], + self.randomize) + self.log_info() + + def subsample(self, obs, acts, subsample_frequency=20): + + num_trajectories = len(obs) + start_idx = np.random.randint(0, subsample_frequency, num_trajectories) + t_obs = [] + t_acts = [] + + for i in range(num_trajectories): + obs_i = obs[i] + acts_i = acts[i] + + t_obs.append(obs_i[start_idx[i]::subsample_frequency]) + t_acts.append(acts_i[start_idx[i]::subsample_frequency]) + + # t_obs.append(obs[i, start_idx[i]::subsample_frequency]) + # t_acts.append(acts[i, start_idx[i]::subsample_frequency]) + + t_obs = np.array(t_obs) + t_acts = np.array(t_acts) + + + return t_obs, t_acts + + + def log_info(self): + logger.log("Total trajectorues: %d" % self.num_traj) + logger.log("Total transitions: %d" % self.num_transition) + logger.log("Average returns: %f" % self.avg_ret) + logger.log("Std for returns: %f" % self.std_ret) + + def get_next_batch(self, batch_size, split=None): + if split is None: + return self.dset.get_next_batch(batch_size) + elif split == 'train': + return self.train_set.get_next_batch(batch_size) + elif split == 'val': + return self.val_set.get_next_batch(batch_size) + else: + raise NotImplementedError + + + def plot(self): + import matplotlib.pyplot as plt + plt.hist(self.rets) + plt.savefig("histogram_rets.png") + plt.close() + + +def test(expert_path, traj_limitation, plot): + dset = Mujoco_Dset(expert_path, traj_limitation=traj_limitation) + if plot: + dset.plot() + +if __name__ == '__main__': + import argparse + parser = argparse.ArgumentParser() + parser.add_argument("--expert_path", type=str, default="../data/deterministic.trpo.Hopper.0.00.npz") + parser.add_argument("--traj_limitation", type=int, default=None) + parser.add_argument("--plot", type=bool, default=False) + args = parser.parse_args() + test(args.expert_path, args.traj_limitation, args.plot) diff --git a/WDAIL/ppo_wdail/algo/mujoco_dset_zm_iko.py b/WDAIL/ppo_wdail/algo/mujoco_dset_zm_iko.py new file mode 100644 index 0000000..bb8aae5 --- /dev/null +++ b/WDAIL/ppo_wdail/algo/mujoco_dset_zm_iko.py @@ -0,0 +1,197 @@ +""" +We modified the mujoco_dset.py file from openAI/baselines/gail/dataset and used the load_dataset() function +from openAI/imitation/scripts/imitate_mj.py +""" + +import h5py +import numpy as np + + +def load_dataset(filename, limit_trajs, data_subsamp_freq=1): + # Load expert data + with h5py.File(filename, 'r') as f: + # Read data as written by vis_mj.py + full_dset_size = f['obs_B_T_Do'].shape[0] # full dataset size + dset_size = min(full_dset_size, limit_trajs) if limit_trajs is not None else full_dset_size + + exobs_B_T_Do = f['obs_B_T_Do'][:dset_size, ...][...] + exa_B_T_Da = f['a_B_T_Da'][:dset_size, ...][...] + exr_B_T = f['r_B_T'][:dset_size, ...][...] + exlen_B = f['len_B'][:dset_size, ...][...] + + return exobs_B_T_Do, exa_B_T_Da, exr_B_T + +def load_dataset_random(filename, limit_trajs): + # Load expert data + # filename = '../data/baseline/deterministic.trpo.Hopper.0.00.npz' + with h5py.File(filename, 'r') as f: + # Read data as written by vis_mj.py + full_dset_size = f['obs_B_T_Do'].shape[0] # full dataset size + dset_size = min(full_dset_size, limit_trajs) if limit_trajs is not None else full_dset_size + + index = np.random.choice(full_dset_size,limit_trajs) + index = np.sort(index) + + exobs_B_T_Do = f['obs_B_T_Do'][index, ...][...] + exa_B_T_Da = f['a_B_T_Da'][index, ...][...] + exr_B_T = f['r_B_T'][index, ...][...] + exlen_B = f['len_B'][index, ...][...] + + # exobs_B_T_Do = f['obs_B_T_Do'][:dset_size, ...][...] + # exa_B_T_Da = f['a_B_T_Da'][:dset_size, ...][...] + # exr_B_T = f['r_B_T'][:dset_size, ...][...] + # exlen_B = f['len_B'][:dset_size, ...][...] + + return exobs_B_T_Do, exa_B_T_Da, exr_B_T + +class Dset__(object): + def __init__(self, obs, acs, num_traj, absorbing_state, absorbing_action): + self.obs = obs + self.acs = acs + self.num_traj = num_traj + assert len(self.obs) == len(self.acs) + assert self.num_traj > 0 + self.steps_per_traj = int(len(self.obs) / num_traj) + + self.absorbing_state = absorbing_state + self.absorbing_action = absorbing_action + + def get_next_batch(self, batch_size): + assert batch_size <= len(self.obs) + num_samples_per_traj = int(batch_size / self.num_traj) + assert num_samples_per_traj * self.num_traj == batch_size + N = self.steps_per_traj / num_samples_per_traj # This is the importance weight for + j = num_samples_per_traj + num_samples_per_traj = num_samples_per_traj - 1 # make room for absorbing + + obs = None + acs = None + weights = [1 for i in range(batch_size)] + while j <= batch_size: + weights[j - 1] = 1.0 / N + j = j + num_samples_per_traj + 1 + + for i in range(self.num_traj): + indicies = np.sort( + np.random.choice(range(self.steps_per_traj * i, self.steps_per_traj * (i + 1)), num_samples_per_traj, + replace=False)) + + if obs is None: + obs = np.concatenate((self.obs[indicies, :], self.absorbing_state), axis=0) + else: + obs = np.concatenate((obs, self.obs[indicies, :], self.absorbing_state), axis=0) + + if acs is None: + acs = np.concatenate((self.acs[indicies, :], self.absorbing_action), axis=0) + else: + acs = np.concatenate((acs, self.acs[indicies, :], self.absorbing_action), axis=0) + + return obs, acs, weights + + +# This takes in 1 trajectory's observations and actions +# and adds absorbing state 0-vector with same dimension as observation_space +# and add absorbing action 0-vector with same dimension as action_space +# def WrapAbsorbingState(env, obs, acs): +# obs_space = env.observation_space +# acs_space = env.action_space +# +# # Use zero matrix as generic absorbing state +# absorbing_state = np.zeros((1,obs_space.shape[0]),dtype=np.float32) +# zero_action = np.zeros_like(acs_space.sample(),dtype=np.float32).reshape(1, acs_space.shape[0]) +# +# # At terminal state obs[-1], under action acs[-1] we go to absorbing state. +# new_obs = np.concatenate((obs, absorbing_state)) +# new_acs = np.concatenate((acs, random_action)) +# +# return new_obs, new_acs + +class Dset(object): + def __init__(self, inputs, labels, randomize): + self.inputs = inputs + self.labels = labels + assert len(self.inputs) == len(self.labels) + self.randomize = randomize + self.num_pairs = len(inputs) + self.init_pointer() + + def init_pointer(self): + self.pointer = 0 + if self.randomize: + idx = np.arange(self.num_pairs) + np.random.shuffle(idx) + self.inputs = self.inputs[idx, :] + self.labels = self.labels[idx, :] + + def get_next_batch(self, batch_size): + # if batch_size is negative -> return all + if batch_size < 0: + return self.inputs, self.labels + if self.pointer + batch_size >= self.num_pairs: + self.init_pointer() + end = self.pointer + batch_size + inputs = self.inputs[self.pointer:end, :] + labels = self.labels[self.pointer:end, :] + self.pointer = end + return inputs, labels + + +class Mujoco_Dset(object): + def __init__(self, expert_path, traj_limitation=-1, subsample_frequency=20, randomize=True, initrandom=True): + + if initrandom: + obs, acs, rets = load_dataset_random(expert_path, traj_limitation) + else: + obs, acs, rets = load_dataset(expert_path, traj_limitation) + + obs, acs = self.subsample(obs, acs, subsample_frequency=subsample_frequency) + + # obs, acs: shape (N, L, ) + S where N = # episodes, L = episode length + # and S is the environment observation/action space. + # Flatten to (N * L, prod(S)) + self.obs = np.reshape(obs, [-1, np.prod(obs.shape[2:])]) + self.acs = np.reshape(acs, [-1, np.prod(acs.shape[2:])]) + + self.rets = rets.sum(axis=1) + self.avg_ret = sum(self.rets) / len(self.rets) + self.std_ret = np.std(np.array(self.rets)) + if len(self.acs) > 2: + self.acs = np.squeeze(self.acs) + assert len(self.obs) == len(self.acs) + self.num_traj = len(rets) + self.num_transition = len(self.obs) + + self.dset = Dset(self.obs, self.acs, randomize=randomize) + self.log_info() + + def log_info(self): + print("Total trajs: %d" % self.num_traj) + print("Total transitions: %d" % self.num_transition) + print("Average returns: %f" % self.avg_ret) + print("Std for returns: %f" % self.std_ret) + + def get_next_batch(self, batch_size): + return self.dset.get_next_batch(batch_size) + + def subsample(self, obs, acts, subsample_frequency=20): + + num_trajectories = len(obs) + start_idx = np.random.randint(0, subsample_frequency, num_trajectories) + t_obs = [] + t_acts = [] + + for i in range(num_trajectories): + obs_i = obs[i] + acts_i = acts[i] + + t_obs.append(obs_i[start_idx[i]::subsample_frequency]) + t_acts.append(acts_i[start_idx[i]::subsample_frequency]) + + # t_obs.append(obs[i, start_idx[i]::subsample_frequency]) + # t_acts.append(acts[i, start_idx[i]::subsample_frequency]) + + t_obs = np.array(t_obs) + t_acts = np.array(t_acts) + + + return t_obs, t_acts diff --git a/WDAIL/ppo_wdail/algo/ppo.py b/WDAIL/ppo_wdail/algo/ppo.py new file mode 100644 index 0000000..830174a --- /dev/null +++ b/WDAIL/ppo_wdail/algo/ppo.py @@ -0,0 +1,97 @@ +import torch +import torch.nn as nn +import torch.nn.functional as F +import torch.optim as optim + + +class PPO(): + def __init__(self, + actor_critic, + clip_param, + ppo_epoch, + num_mini_batch, + value_loss_coef, + entropy_coef, + lr=None, + eps=None, + max_grad_norm=None, + use_clipped_value_loss=True): + + self.actor_critic = actor_critic + + self.clip_param = clip_param + self.ppo_epoch = ppo_epoch + self.num_mini_batch = num_mini_batch + + self.value_loss_coef = value_loss_coef + self.entropy_coef = entropy_coef + + self.max_grad_norm = max_grad_norm + self.use_clipped_value_loss = use_clipped_value_loss + + self.optimizer = optim.Adam(actor_critic.parameters(), lr=lr, eps=eps) + + def update(self, rollouts): + advantages = rollouts.returns[:-1] - rollouts.value_preds[:-1] + advantages = (advantages - advantages.mean()) / ( + advantages.std() + 1e-5) + + value_loss_epoch = 0 + action_loss_epoch = 0 + dist_entropy_epoch = 0 + + for e in range(self.ppo_epoch): + if self.actor_critic.is_recurrent: + data_generator = rollouts.recurrent_generator( + advantages, self.num_mini_batch) + else: + data_generator = rollouts.feed_forward_generator( + advantages, self.num_mini_batch) + + for sample in data_generator: + obs_batch, recurrent_hidden_states_batch, actions_batch, \ + value_preds_batch, return_batch, masks_batch, old_action_log_probs_batch, \ + adv_targ = sample + + # Reshape to do in a single forward pass for all steps + values, action_log_probs, dist_entropy, _ = self.actor_critic.evaluate_actions( + obs_batch, recurrent_hidden_states_batch, masks_batch, + actions_batch) + + ratio = torch.exp(action_log_probs - + old_action_log_probs_batch) + surr1 = ratio * adv_targ + surr2 = torch.clamp(ratio, 1.0 - self.clip_param, + 1.0 + self.clip_param) * adv_targ + action_loss = -torch.min(surr1, surr2).mean() + + if self.use_clipped_value_loss: + value_pred_clipped = value_preds_batch + \ + (values - value_preds_batch).clamp(-self.clip_param, self.clip_param) + value_losses = (values - return_batch).pow(2) + value_losses_clipped = ( + value_pred_clipped - return_batch).pow(2) + value_loss = 0.5 * torch.max(value_losses, + value_losses_clipped).mean() + else: + value_loss = 0.5 * (return_batch - values).pow(2).mean() + + self.optimizer.zero_grad() + (value_loss * self.value_loss_coef + action_loss - + dist_entropy * self.entropy_coef).backward() + nn.utils.clip_grad_norm_(self.actor_critic.parameters(), + self.max_grad_norm) + self.optimizer.step() + + value_loss_epoch += value_loss.item() + action_loss_epoch += action_loss.item() + dist_entropy_epoch += dist_entropy.item() + + num_updates = self.ppo_epoch * self.num_mini_batch + + value_loss_epoch /= num_updates + action_loss_epoch /= num_updates + dist_entropy_epoch /= num_updates + total_loss = value_loss_epoch + action_loss_epoch + dist_entropy_epoch + + return value_loss_epoch, action_loss_epoch, dist_entropy_epoch, total_loss diff --git a/WDAIL/ppo_wdail/algo/wdgail.py b/WDAIL/ppo_wdail/algo/wdgail.py new file mode 100644 index 0000000..a72141c --- /dev/null +++ b/WDAIL/ppo_wdail/algo/wdgail.py @@ -0,0 +1,475 @@ +import h5py +import numpy as np +import torch +import torch.nn as nn +import torch.nn.functional as F +import torch.utils.data +from torch import autograd + +from baselines.common.running_mean_std import RunningMeanStd + +class Dset(object): + def __init__(self, inputs, labels, randomize): + self.inputs = inputs + self.labels = labels + assert len(self.inputs) == len(self.labels) + self.randomize = randomize + self.num_pairs = len(inputs) + self.init_pointer() + + def init_pointer(self): + self.pointer = 0 + if self.randomize: + idx = np.arange(self.num_pairs) + np.random.shuffle(idx) + self.inputs = self.inputs[idx, :] + self.labels = self.labels[idx, :] + + def get_next_batch(self, batch_size): + # if batch_size is negative -> return all + if batch_size < 0: + return self.inputs, self.labels + if self.pointer + batch_size >= self.num_pairs: + self.init_pointer() + end = self.pointer + batch_size + inputs = self.inputs[self.pointer:end, :] + labels = self.labels[self.pointer:end, :] + self.pointer = end + return inputs, labels + +class Discriminator(nn.Module): + def __init__(self, input_dim, hidden_dim, device, reward_type, update_rms, cliprew_down=-10.0, cliprew_up=10.0): + super(Discriminator, self).__init__() + self.cliprew_down = cliprew_down + self.cliprew_up = cliprew_up + self.device = device + self.reward_type = reward_type + self.update_rms = update_rms + + # self.trunk = nn.Sequential( + # nn.Linear(input_dim, hidden_dim), nn.Tanh(), + # nn.Linear(hidden_dim, hidden_dim), nn.Tanh(), + # nn.Linear(hidden_dim, 1), nn.Tanh()).to(device) + + self.trunk = nn.Sequential( + nn.Linear(input_dim, hidden_dim), nn.Tanh(), + nn.Linear(hidden_dim, hidden_dim), nn.Tanh(), + nn.Linear(hidden_dim, 1)).to(device) + + self.trunk.train() + + self.optimizer = torch.optim.Adam(self.trunk.parameters()) + + self.returns = None + self.ret_rms = RunningMeanStd(shape=()) + + def compute_grad_pen(self, + expert_state, + expert_action, + policy_state, + policy_action, + lambda_=10): + alpha = torch.rand(expert_state.size(0), 1) + expert_data = torch.cat([expert_state, expert_action], dim=1) + policy_data = torch.cat([policy_state, policy_action], dim=1) + + alpha = alpha.expand_as(expert_data).to(expert_data.device) + + mixup_data = alpha * expert_data + (1 - alpha) * policy_data + mixup_data.requires_grad = True + + disc = self.trunk(mixup_data) + ones = torch.ones(disc.size()).to(disc.device) + grad = autograd.grad( + outputs=disc, + inputs=mixup_data, + grad_outputs=ones, + create_graph=True, + retain_graph=True, + only_inputs=True)[0] + + grad_pen = lambda_ * (grad.norm(2, dim=1) - 1).pow(2).mean() + return grad_pen + + def update_zm(self, replay_buf, expert_buf, obsfilt=None, batch_size=128): + self.train() + obs = replay_buf.obs + obs_batch = obs[:-1].view(-1, *obs.size()[2:]) + states = obs_batch.cpu().detach().numpy() + + # states = np.concatenate(states,axis=1) + actions = replay_buf.actions + actions_batch = actions.view(-1,actions.size(-1)) + actions = actions_batch.cpu().detach().numpy() + + policy_buf = Dset(inputs=states[0:len(actions)], labels=actions, randomize=True) + + loss = 0 + g_loss =0.0 + gp =0.0 + n = 0 + + # loss = 0 + + # Sample replay buffer + policy_state, policy_action = policy_buf.get_next_batch(batch_size) + policy_state = torch.FloatTensor(policy_state).to(self.device) + policy_action = torch.FloatTensor(policy_action).to(self.device) + temp=[policy_state, policy_action] + policy_d = self.trunk(torch.cat([policy_state, policy_action], dim=1)) + + # Sample expert buffer + expert_state, expert_action = expert_buf.get_next_batch(batch_size) + expert_state = obsfilt(expert_state, update=False) + expert_state = torch.FloatTensor(expert_state).to(self.device) + expert_action = torch.FloatTensor(expert_action).to(self.device) + expert_d = self.trunk(torch.cat([expert_state, expert_action], dim=1)) + + # expert_loss = F.binary_cross_entropy_with_logits( + # expert_d, + # torch.ones(expert_d.size()).to(self.device)) + # policy_loss = F.binary_cross_entropy_with_logits( + # policy_d, + # torch.zeros(policy_d.size()).to(self.device)) + + # expert_loss = torch.mean(expert_d).to(self.device) + # policy_loss = torch.mean(policy_d).to(self.device) + + expert_loss = torch.mean(torch.tanh(expert_d)).to(self.device) + policy_loss = torch.mean(torch.tanh(policy_d)).to(self.device) + + # gail_loss = expert_loss + policy_loss + wd = expert_loss - policy_loss + grad_pen = self.compute_grad_pen(expert_state, expert_action, + policy_state, policy_action) + + # loss += (gail_loss + grad_pen).item() + loss += (-wd + grad_pen).item() + g_loss += (wd).item() + gp += (grad_pen).item() + n += 1 + + self.optimizer.zero_grad() + # (gail_loss + grad_pen).backward() + (-wd + grad_pen).backward() + self.optimizer.step() + + + return g_loss/n, gp/n, 0.0, loss / n + + def update(self, expert_loader, rollouts, obsfilt=None): + self.train() + + policy_data_generator = rollouts.feed_forward_generator( + None, mini_batch_size=expert_loader.batch_size) + + loss = 0 + g_loss =0.0 + gp =0.0 + n = 0 + for expert_batch, policy_batch in zip(expert_loader, + policy_data_generator): + policy_state, policy_action = policy_batch[0], policy_batch[2] + policy_d = self.trunk( + torch.cat([policy_state, policy_action], dim=1)) + + expert_state, expert_action = expert_batch + expert_state = obsfilt(expert_state.numpy(), update=False) + expert_state = torch.FloatTensor(expert_state).to(self.device) + expert_action = expert_action.to(self.device) + expert_d = self.trunk( + torch.cat([expert_state, expert_action], dim=1)) + + # expert_loss = F.binary_cross_entropy_with_logits( + # expert_d, + # torch.ones(expert_d.size()).to(self.device)) + # policy_loss = F.binary_cross_entropy_with_logits( + # policy_d, + # torch.zeros(policy_d.size()).to(self.device)) + + # expert_loss = torch.mean(expert_d).to(self.device) + # policy_loss = torch.mean(policy_d).to(self.device) + + expert_loss = torch.mean(torch.tanh(expert_d)).to(self.device) + policy_loss = torch.mean(torch.tanh(policy_d)).to(self.device) + + # gail_loss = expert_loss + policy_loss + wd = expert_loss - policy_loss + grad_pen = self.compute_grad_pen(expert_state, expert_action, + policy_state, policy_action) + + # loss += (gail_loss + grad_pen).item() + loss += (-wd + grad_pen).item() + g_loss += (wd).item() + gp += (grad_pen).item() + n += 1 + + self.optimizer.zero_grad() + # (gail_loss + grad_pen).backward() + (-wd + grad_pen).backward() + self.optimizer.step() + + return g_loss/n, gp/n, 0.0, loss / n + + def update_origin(self, expert_loader, rollouts, obsfilt=None): + self.train() + + policy_data_generator = rollouts.feed_forward_generator( + None, mini_batch_size=expert_loader.batch_size) + + loss = 0 + g_loss =0.0 + gp =0.0 + n = 0 + for expert_batch, policy_batch in zip(expert_loader, + policy_data_generator): + policy_state, policy_action = policy_batch[0], policy_batch[2] + policy_d = self.trunk( + torch.cat([policy_state, policy_action], dim=1)) + + expert_state, expert_action = expert_batch + expert_state = obsfilt(expert_state.numpy(), update=False) + expert_state = torch.FloatTensor(expert_state).to(self.device) + expert_action = expert_action.to(self.device) + expert_d = self.trunk( + torch.cat([expert_state, expert_action], dim=1)) + + # expert_loss = F.binary_cross_entropy_with_logits( + # expert_d, + # torch.ones(expert_d.size()).to(self.device)) + # policy_loss = F.binary_cross_entropy_with_logits( + # policy_d, + # torch.zeros(policy_d.size()).to(self.device)) + + expert_loss = torch.mean(expert_d).to(self.device) + policy_loss = torch.mean(policy_d).to(self.device) + + # gail_loss = expert_loss + policy_loss + wd = expert_loss - policy_loss + grad_pen = self.compute_grad_pen(expert_state, expert_action, + policy_state, policy_action) + + # loss += (gail_loss + grad_pen).item() + loss += (-wd + grad_pen).item() + g_loss += (wd).item() + gp += (grad_pen).item() + n += 1 + + self.optimizer.zero_grad() + # (gail_loss + grad_pen).backward() + (-wd + grad_pen).backward() + self.optimizer.step() + + return g_loss/n, gp/n, 0.0, loss / n + + def update_zm_origin(self, replay_buf, expert_buf, obsfilt=None, batch_size=128): + self.train() + obs = replay_buf.obs + obs_batch = obs[:-1].view(-1, *obs.size()[2:]) + states = obs_batch.cpu().detach().numpy() + + # states = np.concatenate(states,axis=1) + actions = replay_buf.actions + actions_batch = actions.view(-1,actions.size(-1)) + actions = actions_batch.cpu().detach().numpy() + + policy_buf = Dset(inputs=states[0:len(actions)], labels=actions, randomize=True) + + # loss = 0 + + # Sample replay buffer + policy_state, policy_action = policy_buf.get_next_batch(batch_size) + policy_state = torch.FloatTensor(policy_state).to(self.device) + policy_action = torch.FloatTensor(policy_action).to(self.device) + temp=[policy_state, policy_action] + policy_d = self.trunk(torch.cat([policy_state, policy_action], dim=1)) + + # Sample expert buffer + expert_state, expert_action = expert_buf.get_next_batch(batch_size) + expert_state = obsfilt(expert_state, update=False) + expert_state = torch.FloatTensor(expert_state).to(self.device) + expert_action = torch.FloatTensor(expert_action).to(self.device) + expert_d = self.trunk(torch.cat([expert_state, expert_action], dim=1)) + + expert_loss = F.binary_cross_entropy_with_logits( + expert_d, + torch.ones(expert_d.size()).to(self.device)) + policy_loss = F.binary_cross_entropy_with_logits( + policy_d, + torch.zeros(policy_d.size()).to(self.device)) + + gail_loss = expert_loss + policy_loss + grad_pen = self.compute_grad_pen(expert_state, expert_action, + policy_state, policy_action) + # print("gail_loss = %s, gp=%s" % (gail_loss.item(), grad_pen.item())) + + loss = (gail_loss + grad_pen).item() + # loss = (gail_loss).item() + + self.optimizer.zero_grad() + (gail_loss + grad_pen).backward() + # (gail_loss).backward() + self.optimizer.step() + + return gail_loss.item(), grad_pen.item(), 0.0, loss + + def predict_reward(self, state, action, gamma, masks, update_rms=True): + with torch.no_grad(): + self.eval() + d = self.trunk(torch.cat([state, action], dim=1)) + if self.reward_type == 0: + s = torch.exp(d) + reward = s + elif self.reward_type == 1: + s = torch.sigmoid(d) + reward = - (1 - s).log() + elif self.reward_type == 2: + s = torch.sigmoid(d) + reward = s + elif self.reward_type == 3: + s = torch.sigmoid(d) + reward = s.exp() + elif self.reward_type == 4: + reward = d + elif self.reward_type == 5: + s = torch.sigmoid(d) + reward = s.log() - (1 - s).log() + + # s = torch.exp(d) + # # reward = s.log() - (1 - s).log() + # s = torch.sigmoid(d) + # reward = s + # # reward = d + if self.returns is None: + self.returns = reward.clone() + + if self.update_rms: + self.returns = self.returns * masks * gamma + reward + self.ret_rms.update(self.returns.cpu().numpy()) + return reward / np.sqrt(self.ret_rms.var[0] + 1e-8) + else: + return reward + + + # ttt = torch.clamp(reward / np.sqrt(self.ret_rms.var[0] + 1e-8), self.cliprew_down, self.cliprew_up) + # return torch.clamp(reward / np.sqrt(self.ret_rms.var[0] + 1e-8), self.cliprew_down, self.cliprew_up) + # return reward / np.sqrt(self.ret_rms.var[0] + 1e-8) + # return torch.clamp(reward,self.cliprew_down, self.cliprew_up) + # return reward + + def predict_reward_exp(self, state, action, gamma, masks, update_rms=True): + with torch.no_grad(): + self.eval() + d = self.trunk(torch.cat([state, action], dim=1)) + s = torch.exp(d) + # s = torch.sigmoid(d) + # reward = s.log() - (1 - s).log() + reward = s + # reward = d + if self.returns is None: + self.returns = reward.clone() + + if update_rms: + self.returns = self.returns * masks * gamma + reward + self.ret_rms.update(self.returns.cpu().numpy()) + # ttt = torch.clamp(reward / np.sqrt(self.ret_rms.var[0] + 1e-8), self.cliprew_down, self.cliprew_up) + # return torch.clamp(reward / np.sqrt(self.ret_rms.var[0] + 1e-8), self.cliprew_down, self.cliprew_up) + return reward / np.sqrt(self.ret_rms.var[0] + 1e-8) + # return torch.clamp(reward,self.cliprew_down, self.cliprew_up) + # return reward + + def predict_reward_t1(self, state, action, gamma, masks, update_rms=True): + with torch.no_grad(): + self.eval() + d = self.trunk(torch.cat([state, action], dim=1)) + # s = torch.exp(d) + s = torch.sigmoid(d) + # reward = s.log() - (1 - s).log() + reward = - (1 - s).log() + # reward = d + if self.returns is None: + self.returns = reward.clone() + + if update_rms: + self.returns = self.returns * masks * gamma + reward + self.ret_rms.update(self.returns.cpu().numpy()) + # ttt = torch.clamp(reward / np.sqrt(self.ret_rms.var[0] + 1e-8), self.cliprew_down, self.cliprew_up) + # return torch.clamp(reward / np.sqrt(self.ret_rms.var[0] + 1e-8), self.cliprew_down, self.cliprew_up) + # return reward / np.sqrt(self.ret_rms.var[0] + 1e-8) + # return torch.clamp(reward,self.cliprew_down, self.cliprew_up) + return reward + + def predict_reward_origin(self, state, action, gamma, masks, update_rms=True): + with torch.no_grad(): + self.eval() + d = self.trunk(torch.cat([state, action], dim=1)) + s = torch.exp(d) + # s = torch.sigmoid(d) + # reward = s.log() - (1 - s).log() + # reward = - (1 - s).log() + reward = s + # reward = d + if self.returns is None: + self.returns = reward.clone() + + if update_rms: + self.returns = self.returns * masks * gamma + reward + self.ret_rms.update(self.returns.cpu().numpy()) + # ttt = torch.clamp(reward / np.sqrt(self.ret_rms.var[0] + 1e-8), self.cliprew_down, self.cliprew_up) + # return torch.clamp(reward / np.sqrt(self.ret_rms.var[0] + 1e-8), self.cliprew_down, self.cliprew_up) + # return reward / np.sqrt(self.ret_rms.var[0] + 1e-8) + # return torch.clamp(reward,self.cliprew_down, self.cliprew_up) + return reward + +class ExpertDataset(torch.utils.data.Dataset): + def __init__(self, file_name, num_trajectories=4, subsample_frequency=20): + all_trajectories = torch.load(file_name) + + perm = torch.randperm(all_trajectories['states'].size(0)) + idx = perm[:num_trajectories] + + self.trajectories = {} + + # See https://github.com/pytorch/pytorch/issues/14886 + # .long() for fixing bug in torch v0.4.1 + start_idx = torch.randint(0, subsample_frequency, size=(num_trajectories,)).long() + + for k, v in all_trajectories.items(): + data = v[idx] + + if k != 'lengths': + samples = [] + for i in range(num_trajectories): + samples.append(data[i, start_idx[i]::subsample_frequency]) + self.trajectories[k] = torch.stack(samples) + else: + self.trajectories[k] = data // subsample_frequency + + self.i2traj_idx = {} + self.i2i = {} + + self.length = self.trajectories['lengths'].sum().item() + + traj_idx = 0 + i = 0 + + self.get_idx = [] + + for j in range(self.length): + + while self.trajectories['lengths'][traj_idx].item() <= i: + i -= self.trajectories['lengths'][traj_idx].item() + traj_idx += 1 + + self.get_idx.append((traj_idx, i)) + + i += 1 + + def __len__(self): + return self.length + + def __getitem__(self, j): + traj_idx, i = self.get_idx[j] + + return self.trajectories['states'][traj_idx][i], self.trajectories[ + 'actions'][traj_idx][i] diff --git a/WDAIL/ppo_wdail/gail_experts/README.md b/WDAIL/ppo_wdail/gail_experts/README.md new file mode 100644 index 0000000..b9d7b2d --- /dev/null +++ b/WDAIL/ppo_wdail/gail_experts/README.md @@ -0,0 +1,18 @@ +## Data + +Download from +https://drive.google.com/open?id=1Ipu5k99nwewVDG1yFetUxqtwVlgBg5su + +and store in this folder. + +## Convert to pytorch + +```bash +python convert_to_pytorch.py --h5-file trajs_halfcheetah.h5 +``` + +## Run + +```bash +python main.py --env-name "HalfCheetah-v2" --algo ppo --use-gae --log-interval 1 --num-steps 2048 --num-processes 1 --lr 3e-4 --entropy-coef 0 --value-loss-coef 0.5 --ppo-epoch 10 --num-mini-batch 32 --gamma 0.99 --gae-lambda 0.95 --num-env-steps 10000000 --use-linear-lr-decay --use-proper-time-limits --gail +``` diff --git a/WDAIL/ppo_wdail/gail_experts/convert_to_pytorch.py b/WDAIL/ppo_wdail/gail_experts/convert_to_pytorch.py new file mode 100644 index 0000000..e4b7bf6 --- /dev/null +++ b/WDAIL/ppo_wdail/gail_experts/convert_to_pytorch.py @@ -0,0 +1,57 @@ +import argparse +import os +import sys + +import h5py +import numpy as np +import torch + + +def main(): + parser = argparse.ArgumentParser( + 'Converts expert trajectories from h5 to pt format.') + # parser.add_argument( + # '--h5-file', + # default='trajs_halfcheetah.h5', + # help='input h5 file', + # type=str) + parser.add_argument( + '--h5-file', + default='trajs_walker.h5', + help='input h5 file', + type=str) + parser.add_argument( + '--pt-file', + default=None, + help='output pt file, by default replaces file extension with pt', + type=str) + args = parser.parse_args() + + if args.pt_file is None: + args.pt_file = os.path.splitext(args.h5_file)[0] + '.pt' + + with h5py.File(args.h5_file, 'r') as f: + dataset_size = f['obs_B_T_Do'].shape[0] # full dataset size + + states = f['obs_B_T_Do'][:dataset_size, ...][...] + actions = f['a_B_T_Da'][:dataset_size, ...][...] + rewards = f['r_B_T'][:dataset_size, ...][...] + lens = f['len_B'][:dataset_size, ...][...] + + states = torch.from_numpy(states).float() + actions = torch.from_numpy(actions).float() + rewards = torch.from_numpy(rewards).float() + lens = torch.from_numpy(lens).long() + + data = { + 'states': states, + 'actions': actions, + 'rewards': rewards, + 'lengths': lens + } + + torch.save(data, args.pt_file) + + +if __name__ == '__main__': + main() diff --git a/WDAIL/ppo_wdail/tools/__pycache__/distributions.cpython-36.pyc b/WDAIL/ppo_wdail/tools/__pycache__/distributions.cpython-36.pyc new file mode 100644 index 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zTpW5vZG0^5(jvO|AL@2}6$a<}~q)@6LgSd(l&6V_XEu|COIA01VKf)|> zjCCq8q(!!S`%`lk($5QIk%1xO`wxux430~VyxxP*om@d+h$%)bH zctAj6X7n#6aC$>q)o}P?JzRq{$>NqtCYdet^V+>*u&=anoBdOl!nzEDBuw(dikZXw z7ChrXwsz$A(fJlaetWwW2dOG|14Pt*0}(O)ALpoI+(ifu&k~Va?xHN^o+G(LTme6m zR6L^pkx1?i|3lgBWC{aXzFHf3M)?GAh;=6R4nTRlZ3R#7^k= 0: + env = TimeLimitMask(env) + + if log_dir is not None: + env = bench.Monitor( + env, + os.path.join(log_dir, str(rank)), + allow_early_resets=allow_early_resets) + + if is_atari: + if len(env.observation_space.shape) == 3: + env = wrap_deepmind(env) + elif len(env.observation_space.shape) == 3: + raise NotImplementedError( + "CNN models work only for atari,\n" + "please use a custom wrapper for a custom pixel input env.\n" + "See wrap_deepmind for an example.") + + # If the input has shape (W,H,3), wrap for PyTorch convolutions + obs_shape = env.observation_space.shape + if len(obs_shape) == 3 and obs_shape[2] in [1, 3]: + env = TransposeImage(env, op=[2, 0, 1]) + + return env + + return _thunk + + +def make_vec_envs(env_name, + seed, + num_processes, + gamma, + log_dir, + device, + allow_early_resets, + num_frame_stack=None): + envs = [ + make_env(env_name, seed, i, log_dir, allow_early_resets) + for i in range(num_processes) + ] + + if len(envs) > 1: + # envs = ShmemVecEnv(envs, context='fork') + envs = SubprocVecEnv(envs) + else: + # envs = DummyVecEnv(envs) + envs = SubprocVecEnv(envs) + + if len(envs.observation_space.shape) == 1: + if gamma is None: + envs = VecNormalize(envs, ret=False) + else: + envs = VecNormalize(envs, gamma=gamma) + + envs = VecPyTorch(envs, device) + + if num_frame_stack is not None: + envs = VecPyTorchFrameStack(envs, num_frame_stack, device) + elif len(envs.observation_space.shape) == 3: + envs = VecPyTorchFrameStack(envs, 4, device) + + return envs + + +# Checks whether done was caused my timit limits or not +class TimeLimitMask(gym.Wrapper): + def step(self, action): + obs, rew, done, info = self.env.step(action) + if done and self.env._max_episode_steps == self.env._elapsed_steps: + info['bad_transition'] = True + + return obs, rew, done, info + + def reset(self, **kwargs): + return self.env.reset(**kwargs) + + +# Can be used to test recurrent policies for Reacher-v2 +class MaskGoal(gym.ObservationWrapper): + def observation(self, observation): + if self.env._elapsed_steps > 0: + observation[-2:] = 0 + return observation + + +class TransposeObs(gym.ObservationWrapper): + def __init__(self, env=None): + """ + Transpose observation space (base class) + """ + super(TransposeObs, self).__init__(env) + + +class TransposeImage(TransposeObs): + def __init__(self, env=None, op=[2, 0, 1]): + """ + Transpose observation space for images + """ + super(TransposeImage, self).__init__(env) + assert len(op) == 3, "Error: Operation, " + str(op) + ", must be dim3" + self.op = op + obs_shape = self.observation_space.shape + self.observation_space = Box( + self.observation_space.low[0, 0, 0], + self.observation_space.high[0, 0, 0], [ + obs_shape[self.op[0]], obs_shape[self.op[1]], + obs_shape[self.op[2]] + ], + dtype=self.observation_space.dtype) + + def observation(self, ob): + return ob.transpose(self.op[0], self.op[1], self.op[2]) + + +class VecPyTorch(VecEnvWrapper): + def __init__(self, venv, device): + """Return only every `skip`-th frame""" + super(VecPyTorch, self).__init__(venv) + self.device = device + # TODO: Fix data types + + def reset(self): + obs = self.venv.reset() + obs = torch.from_numpy(obs).float().to(self.device) + return obs + + def step_async(self, actions): + if isinstance(actions, torch.LongTensor): + # Squeeze the dimension for discrete actions + actions = actions.squeeze(1) + actions = actions.cpu().numpy() + self.venv.step_async(actions) + + def step_wait(self): + obs, reward, done, info = self.venv.step_wait() + obs = torch.from_numpy(obs).float().to(self.device) + reward = torch.from_numpy(reward).unsqueeze(dim=1).float() + return obs, reward, done, info + + +class VecNormalize(VecNormalize_): + def __init__(self, *args, **kwargs): + super(VecNormalize, self).__init__(*args, **kwargs) + self.training = True + + def _obfilt(self, obs, update=True): + if self.ob_rms: + if self.training and update: + self.ob_rms.update(obs) + obs = np.clip((obs - self.ob_rms.mean) / + np.sqrt(self.ob_rms.var + self.epsilon), + -self.clipob, self.clipob) + return obs + else: + return obs + + def train(self): + self.training = True + + def eval(self): + self.training = False + + +# Derived from +# https://github.com/openai/baselines/blob/master/baselines/common/vec_env/vec_frame_stack.py +class VecPyTorchFrameStack(VecEnvWrapper): + def __init__(self, venv, nstack, device=None): + self.venv = venv + self.nstack = nstack + + wos = venv.observation_space # wrapped ob space + self.shape_dim0 = wos.shape[0] + + low = np.repeat(wos.low, self.nstack, axis=0) + high = np.repeat(wos.high, self.nstack, axis=0) + + if device is None: + device = torch.device('cpu') + self.stacked_obs = torch.zeros((venv.num_envs, ) + + low.shape).to(device) + + observation_space = gym.spaces.Box( + low=low, high=high, dtype=venv.observation_space.dtype) + VecEnvWrapper.__init__(self, venv, observation_space=observation_space) + + def step_wait(self): + obs, rews, news, infos = self.venv.step_wait() + self.stacked_obs[:, :-self.shape_dim0] = \ + self.stacked_obs[:, self.shape_dim0:] + for (i, new) in enumerate(news): + if new: + self.stacked_obs[i] = 0 + self.stacked_obs[:, -self.shape_dim0:] = obs + return self.stacked_obs, rews, news, infos + + def reset(self): + obs = self.venv.reset() + if torch.backends.cudnn.deterministic: + self.stacked_obs = torch.zeros(self.stacked_obs.shape) + else: + self.stacked_obs.zero_() + self.stacked_obs[:, -self.shape_dim0:] = obs + return self.stacked_obs + + def close(self): + self.venv.close() diff --git a/WDAIL/ppo_wdail/tools/learn.py b/WDAIL/ppo_wdail/tools/learn.py new file mode 100644 index 0000000..ba1e96e --- /dev/null +++ b/WDAIL/ppo_wdail/tools/learn.py @@ -0,0 +1,1052 @@ +import os +import shutil +from tensorboardX import SummaryWriter +import torch +import numpy as np +from collections import deque +import time +from ..tools import utils, utli + + +def safemean(xs): + return np.nan if len(xs) == 0 else np.mean(xs) + +def gailLearning_mujoco(cl_args, envs, envs_eval, actor_critic, agent, discriminator, rollouts, gail_train_loader, device, utli): + + log_save_name = utli.Log_save_name4gail(cl_args) + log_save_path = os.path.join("./runs", log_save_name) + if os.path.exists(log_save_path): + shutil.rmtree(log_save_path) + utli.writer = SummaryWriter(log_save_path) + + # model_dir = utli.Save_model_dir(cl_args.algo_id, cl_args.env_name) + + + + # Evaluate the initial network + evaluations = [] + # begin optimize + + reward_window4Evaluate = deque(maxlen=10) + time_step = 0 + episode_t = 0 + episode_timesteps = 0 + count = 0 + + # begin optimize + + nsteps = cl_args.nsteps + S_time = time.time() + + nenv = 1 + + nbatch = np.floor(nsteps/nenv) + nbatch = nbatch.astype(np.int16) + nupdates = np.floor(cl_args.total_steps / nsteps) + nupdates = nupdates.astype(np.int16) + + epinfobuf = deque(maxlen=10) + + # epgailbuf = deque(maxlen=10) + + episode_rewards = deque(maxlen=10) + + cum_gailrewards = .0 + + i_update = 0 + + obs = envs.reset() + rollouts.obs[0].copy_(obs) + rollouts.to(device) + + # write_result = utli.Write_Result(cl_args=cl_args) + + start = time.time() + # num_updates = int( + # args.num_env_steps) // args.num_steps // args.num_processes + + while i_update < nupdates: + + episode_t += 1 + i_update += 1 + epinfos = [] + + if cl_args.use_linear_lr_decay: + # decrease learning rate linearly + utli.update_linear_schedule( + agent.optimizer, i_update, nupdates, + cl_args.lr) + + + for step in range(nbatch): + time_step += 1 + + # Sample actions + with torch.no_grad(): + value, action, action_log_prob, recurrent_hidden_states = actor_critic.act( + rollouts.obs[step], rollouts.recurrent_hidden_states[step], + rollouts.masks[step]) + + # action, log_prob, value = model_step(cl_args=cl_args, model=model, state=cur_state, device=device) + # time.sleep(.002) + # next_state, reward, done, infos = envs.step(action) # error 01 + obs, reward, done, infos = envs.step(action) + + for info in infos: + maybeepinfo = info.get('episode') + if maybeepinfo: + epinfos.append(maybeepinfo) + for info in infos: + if 'episode' in info.keys(): + episode_rewards.append(info['episode']['r']) + + # If done then clean the history of observations. + masks = torch.FloatTensor( + [[0.0] if done_ else [1.0] for done_ in done]) + bad_masks = torch.FloatTensor( + [[0.0] if 'bad_transition' in info.keys() else [1.0] + for info in infos]) + rollouts.insert(obs, recurrent_hidden_states, action, + action_log_prob, value, reward, masks, bad_masks) + + + with torch.no_grad(): + next_value = actor_critic.get_value( + rollouts.obs[-1], rollouts.recurrent_hidden_states[-1], + rollouts.masks[-1]).detach() + + # gail + if cl_args.gail: + if i_update >= 10: + envs.venv.eval() + # gail_epoch = args.gail_epoch + gail_epoch = cl_args.gail_epoch + if i_update < 10: + gail_epoch = 100 # Warm up + + dis_losses, dis_gps, dis_entropys, dis_total_losses = [], [], [], [] + for _ in range(gail_epoch): + # dis_loss, dis_gp, dis_entropy, dis_total_loss = \ + # discriminator.update(replay_buf=rollouts, expert_buf=expert_buffer, + # obsfilt=utils.get_vec_normalize(envs)._obfilt, batch_size=batch_size) + dis_loss, dis_gp, dis_entropy, dis_total_loss = discriminator.update(gail_train_loader, rollouts, utils.get_vec_normalize(envs)._obfilt) + dis_losses.append(dis_loss) + dis_gps.append(dis_gp) + dis_entropys.append(dis_entropy) + dis_total_losses.append(dis_total_loss) + + utli.recordDisLossResults(results=(np.mean(np.array(dis_losses)), + np.mean(np.array(dis_gps)), + np.mean(np.array(dis_entropys)), + np.mean(np.array(dis_total_losses))), + time_step=time_step) + # write_result.step_train(time_step) + + for step in range(nbatch): + rollouts.rewards[step] = discriminator.predict_reward( + rollouts.obs[step], rollouts.actions[step], cl_args.gamma, + rollouts.masks[step]) + + # compute returns + rollouts.compute_returns(next_value, cl_args.use_gae, cl_args.gamma, + cl_args.gae_lambda, cl_args.use_proper_time_limits) + + # training PPO policy + + value_loss, action_loss, dist_entropy, total_loss = agent.update(rollouts) + + utli.recordLossResults(results=(value_loss, + action_loss, + dist_entropy, + total_loss), + time_step=time_step) + rollouts.after_update() + + + epinfobuf.extend(epinfos) + if not len(epinfobuf): + continue + eprewmean = safemean([epinfo['r'] for epinfo in epinfobuf]) + eplenmean = safemean([epinfo['l'] for epinfo in epinfobuf]) + + utli.recordTrainResults(results=(eprewmean, + eplenmean), + time_step=time_step) + + # write_result.step_train(time_step) + + print("Episode: %d, Time steps: %d, Mean length: %d Mean Reward: %f " + % (episode_t, time_step, eplenmean, eprewmean)) + + if i_update % cl_args.log_interval == 0 and len(episode_rewards) > 1: + total_num_steps = (i_update + 1) * cl_args.num_processes * cl_args.nsteps + end = time.time() + print( + "Updates {}, num timesteps {}, FPS {} \n Last {} training episodes: mean/median reward {:.1f}/{:.1f}, min/max reward {:.1f}/{:.1f}\n" + .format(i_update, total_num_steps, + int(total_num_steps / (end - start)), + len(episode_rewards), np.mean(episode_rewards), + np.median(episode_rewards), np.min(episode_rewards), + np.max(episode_rewards), dist_entropy, value_loss, + action_loss)) + + E_time = time.time() + # store results + utli.store_results(evaluations, time_step, cl_args, S_time=S_time, E_time=E_time) + + return 0 + +def gailLearning_mujoco_test(cl_args, envs, envs_eval, actor_critic, agent, discriminator, rollouts, expert_buffer, device, utli): + + log_save_name = utli.Log_save_name4gail(cl_args) + log_save_path = os.path.join("./runs", log_save_name) + if os.path.exists(log_save_path): + shutil.rmtree(log_save_path) + utli.writer = SummaryWriter(log_save_path) + + # model_dir = utli.Save_model_dir(cl_args.algo_id, cl_args.env_name) + + + + # Evaluate the initial network + evaluations = [] + # begin optimize + + reward_window4Evaluate = deque(maxlen=10) + time_step = 0 + episode_t = 0 + episode_timesteps = 0 + count = 0 + + # begin optimize + + nsteps = cl_args.nsteps + S_time = time.time() + + nenv = 1 + + nbatch = np.floor(nsteps/nenv) + nbatch = nbatch.astype(np.int16) + nupdates = np.floor(cl_args.total_steps / nsteps) + nupdates = nupdates.astype(np.int16) + + epinfobuf = deque(maxlen=10) + + epgailbuf = deque(maxlen=10) + + episode_rewards = deque(maxlen=10) + + cum_gailrewards = .0 + + i_update = 0 + dis_init = True + + obs = envs.reset() + rollouts.obs[0].copy_(obs) + rollouts.to(device) + + # write_result = utli.Write_Result(cl_args=cl_args) + + start = time.time() + + while i_update < nupdates: + + episode_t += 1 + i_update += 1 + epinfos = [] + + if cl_args.use_linear_lr_decay: + # decrease learning rate linearly + utli.update_linear_schedule( + agent.optimizer, i_update, nupdates, + cl_args.lr) + + + for step in range(nbatch): + time_step += 1 + + # Sample actions + with torch.no_grad(): + value, action, action_log_prob, recurrent_hidden_states = actor_critic.act( + rollouts.obs[step], rollouts.recurrent_hidden_states[step], + rollouts.masks[step]) + + # action, log_prob, value = model_step(cl_args=cl_args, model=model, state=cur_state, device=device) + # time.sleep(.002) + # next_state, reward, done, infos = envs.step(action) # error 01 + obs, reward, done, infos = envs.step(action) + + for info in infos: + maybeepinfo = info.get('episode') + if maybeepinfo: + epinfos.append(maybeepinfo) + for info in infos: + if 'episode' in info.keys(): + episode_rewards.append(info['episode']['r']) + + # If done then clean the history of observations. + masks = torch.FloatTensor( + [[0.0] if done_ else [1.0] for done_ in done]) + bad_masks = torch.FloatTensor( + [[0.0] if 'bad_transition' in info.keys() else [1.0] + for info in infos]) + rollouts.insert(obs, recurrent_hidden_states, action, + action_log_prob, value, reward, masks, bad_masks) + + + with torch.no_grad(): + next_value = actor_critic.get_value( + rollouts.obs[-1], rollouts.recurrent_hidden_states[-1], + rollouts.masks[-1]).detach() + + # gail + if cl_args.gail: + if i_update >= cl_args.gail_thre: + envs.venv.eval() + # gail_epoch = args.gail_epoch + gail_epoch = cl_args.gail_epoch + if i_update < cl_args.gail_thre: + gail_epoch = cl_args.gail_pre_epoch # Warm up + + dis_losses, dis_gps, dis_entropys, dis_total_losses = [], [], [], [] + for _ in range(gail_epoch): + dis_loss, dis_gp, dis_entropy, dis_total_loss = \ + discriminator.update_zm(replay_buf=rollouts, expert_buf=expert_buffer, + obsfilt=utils.get_vec_normalize(envs)._obfilt, batch_size=cl_args.gail_batch_size) + # dis_loss, dis_gp, dis_entropy, dis_total_loss = discriminator.update(gail_train_loader, rollouts, utils.get_vec_normalize(envs)._obfilt) + dis_losses.append(dis_loss) + dis_gps.append(dis_gp) + dis_entropys.append(dis_entropy) + dis_total_losses.append(dis_total_loss) + + if dis_init: + utli.recordDisLossResults(results=(np.array(dis_losses)[0], + np.array(dis_gps)[0], + np.array(dis_entropys)[0], + np.array(dis_total_losses)[0]), + time_step=0) + dis_init = False + + + utli.recordDisLossResults(results=(np.mean(np.array(dis_losses)), + np.mean(np.array(dis_gps)), + np.mean(np.array(dis_entropys)), + np.mean(np.array(dis_total_losses))), + time_step=time_step) + # write_result.step_train(time_step) + + for step in range(nbatch): + rollouts.rewards[step] = discriminator.predict_reward( + rollouts.obs[step], rollouts.actions[step], cl_args.gamma, + rollouts.masks[step]) + if rollouts.masks[step] == 1: + cum_gailrewards += rollouts.rewards[step].item() + else: + epgailbuf.append(cum_gailrewards) + cum_gailrewards=.0 + + # compute returns + rollouts.compute_returns(next_value, cl_args.use_gae, cl_args.gamma, + cl_args.gae_lambda, cl_args.use_proper_time_limits) + + # training PPO policy + + value_loss, action_loss, dist_entropy, total_loss = agent.update(rollouts) + + utli.recordLossResults(results=(value_loss, + action_loss, + dist_entropy, + total_loss), + time_step=time_step) + rollouts.after_update() + + + epinfobuf.extend(epinfos) + if not len(epinfobuf): + continue + eprewmean = safemean([epinfo['r'] for epinfo in epinfobuf]) + eplenmean = safemean([epinfo['l'] for epinfo in epinfobuf]) + + # utli.recordTrainResults(results=(eprewmean, + # eplenmean), + # time_step=time_step) + + utli.recordTrainResults_gail(results=(eprewmean, + eplenmean, + np.mean(np.array(epgailbuf))), + time_step=time_step) + + # write_result.step_train(time_step) + + # print("Episode: %d, Time steps: %d, Mean length: %d Mean Reward: %f " + # % (episode_t, time_step, eplenmean, eprewmean)) + + print("Episode: %d, Time steps: %d, Mean length: %d Mean Reward: %f Mean Gail Reward:%f" + % (episode_t, time_step, eplenmean, eprewmean, np.mean(np.array(epgailbuf)))) + + if i_update % cl_args.log_interval == 0 and len(episode_rewards) > 1: + total_num_steps = (i_update + 1) * cl_args.num_processes * cl_args.nsteps + end = time.time() + print( + "Updates {}, num timesteps {}, FPS {} \n Last {} training episodes: mean/median reward {:.1f}/{:.1f}, min/max reward {:.1f}/{:.1f}\n" + .format(i_update, total_num_steps, + int(total_num_steps / (end - start)), + len(episode_rewards), np.mean(episode_rewards), + np.median(episode_rewards), np.min(episode_rewards), + np.max(episode_rewards), dist_entropy, value_loss, + action_loss)) + + E_time = time.time() + # store results + utli.store_results(evaluations, time_step, cl_args, S_time=S_time, E_time=E_time) + + return 0 + +def gailLearning_mujoco_origin(cl_args, envs, envs_eval, actor_critic, agent, discriminator, rollouts, gail_train_loader, device, utli): + + log_save_name = utli.Log_save_name4gail(cl_args) + log_save_path = os.path.join("./runs", log_save_name) + if os.path.exists(log_save_path): + shutil.rmtree(log_save_path) + utli.writer = SummaryWriter(log_save_path) + + # model_dir = utli.Save_model_dir(cl_args.algo_id, cl_args.env_name) + + + + # Evaluate the initial network + evaluations = [] + # begin optimize + + reward_window4Evaluate = deque(maxlen=10) + time_step = 0 + episode_t = 0 + episode_timesteps = 0 + count = 0 + + # begin optimize + + nsteps = cl_args.num_steps + S_time = time.time() + + nenv = 1 + + nbatch = np.floor(nsteps/nenv) + nbatch = nbatch.astype(np.int16) + nupdates = np.floor(cl_args.num_env_steps / nsteps) + nupdates = nupdates.astype(np.int16) + + epinfobuf = deque(maxlen=10) + + epgailbuf = deque(maxlen=10) + + episode_rewards = deque(maxlen=10) + + cum_gailrewards = .0 + + i_update = 0 + dis_init = True + + obs = envs.reset() + rollouts.obs[0].copy_(obs) + rollouts.to(device) + + write_result = utli.Write_Result(cl_args=cl_args) + + start = time.time() + + while i_update < nupdates: + + episode_t += 1 + i_update += 1 + epinfos = [] + + if cl_args.use_linear_lr_decay: + # decrease learning rate linearly + utli.update_linear_schedule( + agent.optimizer, i_update, nupdates, + cl_args.lr) + + for step in range(nbatch): + time_step += 1 + + # Sample actions + with torch.no_grad(): + value, action, action_log_prob, recurrent_hidden_states = actor_critic.act( + rollouts.obs[step], rollouts.recurrent_hidden_states[step], + rollouts.masks[step]) + + # action, log_prob, value = model_step(cl_args=cl_args, model=model, state=cur_state, device=device) + # time.sleep(.002) + # next_state, reward, done, infos = envs.step(action) # error 01 + obs, reward, done, infos = envs.step(action) + + for info in infos: + maybeepinfo = info.get('episode') + if maybeepinfo: + epinfos.append(maybeepinfo) + for info in infos: + if 'episode' in info.keys(): + episode_rewards.append(info['episode']['r']) + + # If done then clean the history of observations. + masks = torch.FloatTensor( + [[0.0] if done_ else [1.0] for done_ in done]) + bad_masks = torch.FloatTensor( + [[0.0] if 'bad_transition' in info.keys() else [1.0] + for info in infos]) + rollouts.insert(obs, recurrent_hidden_states, action, + action_log_prob, value, reward, masks, bad_masks) + + with torch.no_grad(): + next_value = actor_critic.get_value( + rollouts.obs[-1], rollouts.recurrent_hidden_states[-1], + rollouts.masks[-1]).detach() + + # gail + if cl_args.gail: + if i_update >= cl_args.gail_thre: + envs.venv.eval() + # gail_epoch = args.gail_epoch + gail_epoch = cl_args.gail_epoch + if i_update < cl_args.gail_thre: + gail_epoch = cl_args.gail_pre_epoch # Warm up + + dis_losses, dis_gps, dis_entropys, dis_total_losses = [], [], [], [] + for _ in range(gail_epoch): + # dis_loss, dis_gp, dis_entropy, dis_total_loss = \ + # discriminator.update_zm(replay_buf=rollouts, expert_buf=expert_buffer, + # obsfilt=utils.get_vec_normalize(envs)._obfilt, batch_size=cl_args.gail_batch_size) + dis_loss, dis_gp, dis_entropy, dis_total_loss = discriminator.update(gail_train_loader, rollouts, utils.get_vec_normalize(envs)._obfilt) + dis_losses.append(dis_loss) + dis_gps.append(dis_gp) + dis_entropys.append(dis_entropy) + dis_total_losses.append(dis_total_loss) + + if dis_init: + utli.recordDisLossResults(results=(np.array(dis_losses)[0], + np.array(dis_gps)[0], + np.array(dis_entropys)[0], + np.array(dis_total_losses)[0]), + time_step=0) + dis_init = False + + + utli.recordDisLossResults(results=(np.mean(np.array(dis_losses)), + np.mean(np.array(dis_gps)), + np.mean(np.array(dis_entropys)), + np.mean(np.array(dis_total_losses))), + time_step=time_step) + + + for step in range(nbatch): + rollouts.rewards[step] = discriminator.predict_reward( + rollouts.obs[step], rollouts.actions[step], cl_args.gamma, + rollouts.masks[step]) + if rollouts.masks[step] == 1: + cum_gailrewards += rollouts.rewards[step].item() + else: + epgailbuf.append(cum_gailrewards) + cum_gailrewards=.0 + + # compute returns + rollouts.compute_returns(next_value, cl_args.use_gae, cl_args.gamma, + cl_args.gae_lambda, cl_args.use_proper_time_limits) + + # training PPO policy + + value_loss, action_loss, dist_entropy, total_loss = agent.update(rollouts) + + utli.recordLossResults(results=(value_loss, + action_loss, + dist_entropy, + total_loss), + time_step=time_step) + rollouts.after_update() + + + epinfobuf.extend(epinfos) + if not len(epinfobuf): + continue + eprewmean = safemean([epinfo['r'] for epinfo in epinfobuf]) + eplenmean = safemean([epinfo['l'] for epinfo in epinfobuf]) + + # utli.recordTrainResults(results=(eprewmean, + # eplenmean), + # time_step=time_step) + + utli.recordTrainResults_gail(results=(eprewmean, + eplenmean, + np.mean(np.array(epgailbuf))), + time_step=time_step) + + write_result.step_train(time_step) + + + print("Episode: %d, Time steps: %d, Mean length: %d Mean Reward: %f Mean Gail Reward:%f" + % (episode_t, time_step, eplenmean, eprewmean, np.mean(np.array(epgailbuf)))) + + if i_update % cl_args.log_interval == 0 and len(episode_rewards) > 1: + total_num_steps = (i_update + 1) * cl_args.num_processes * cl_args.num_steps + end = time.time() + print( + "Updates {}, num timesteps {}, FPS {} \n Last {} training episodes: mean/median reward {:.1f}/{:.1f}, min/max reward {:.1f}/{:.1f}\n" + .format(i_update, total_num_steps, + int(total_num_steps / (end - start)), + len(episode_rewards), np.mean(episode_rewards), + np.median(episode_rewards), np.min(episode_rewards), + np.max(episode_rewards), dist_entropy, value_loss, + action_loss)) + + E_time = time.time() + # store results + utli.store_results(evaluations, time_step, cl_args, S_time=S_time, E_time=E_time) + + return 0 + + +def gailLearning_mujoco_BL(cl_args, envs, envs_eval, actor_critic, agent, discriminator, rollouts, expert_buffer, device, utli): + + log_save_name = utli.Log_save_name4gail(cl_args) + log_save_path = os.path.join("./runs", log_save_name) + if os.path.exists(log_save_path): + shutil.rmtree(log_save_path) + utli.writer = SummaryWriter(log_save_path) + + # model_dir = utli.Save_model_dir(cl_args.algo_id, cl_args.env_name) + + + + # Evaluate the initial network + evaluations = [] + # begin optimize + + reward_window4Evaluate = deque(maxlen=10) + time_step = 0 + episode_t = 0 + episode_timesteps = 0 + count = 0 + + # begin optimize + + nsteps = cl_args.num_steps + S_time = time.time() + + nenv = 1 + + nbatch = np.floor(nsteps/nenv) + nbatch = nbatch.astype(np.int16) + nupdates = np.floor(cl_args.num_env_steps / nsteps) + nupdates = nupdates.astype(np.int16) + + epinfobuf = deque(maxlen=10) + + epgailbuf = deque(maxlen=10) + + episode_rewards = deque(maxlen=10) + + cum_gailrewards = .0 + + i_update = 0 + dis_init = True + + obs = envs.reset() + rollouts.obs[0].copy_(obs) + rollouts.to(device) + + write_result = utli.Write_Result(cl_args=cl_args) + + start = time.time() + + while i_update < nupdates: + + episode_t += 1 + i_update += 1 + epinfos = [] + + if cl_args.use_linear_lr_decay: + # decrease learning rate linearly + utli.update_linear_schedule( + agent.optimizer, i_update, nupdates, + cl_args.lr) + + for step in range(nbatch): + time_step += 1 + + # Sample actions + with torch.no_grad(): + value, action, action_log_prob, recurrent_hidden_states = actor_critic.act( + rollouts.obs[step], rollouts.recurrent_hidden_states[step], + rollouts.masks[step]) + + # action, log_prob, value = model_step(cl_args=cl_args, model=model, state=cur_state, device=device) + # time.sleep(.002) + # next_state, reward, done, infos = envs.step(action) # error 01 + obs, reward, done, infos = envs.step(action) + + for info in infos: + maybeepinfo = info.get('episode') + if maybeepinfo: + epinfos.append(maybeepinfo) + for info in infos: + if 'episode' in info.keys(): + episode_rewards.append(info['episode']['r']) + + # If done then clean the history of observations. + masks = torch.FloatTensor( + [[0.0] if done_ else [1.0] for done_ in done]) + bad_masks = torch.FloatTensor( + [[0.0] if 'bad_transition' in info.keys() else [1.0] + for info in infos]) + rollouts.insert(obs, recurrent_hidden_states, action, + action_log_prob, value, reward, masks, bad_masks) + + with torch.no_grad(): + next_value = actor_critic.get_value( + rollouts.obs[-1], rollouts.recurrent_hidden_states[-1], + rollouts.masks[-1]).detach() + + # gail + if cl_args.gail: + if i_update >= cl_args.gail_thre: + envs.venv.eval() + # gail_epoch = args.gail_epoch + gail_epoch = cl_args.gail_epoch + if i_update < cl_args.gail_thre: + gail_epoch = cl_args.gail_pre_epoch # Warm up + + dis_losses, dis_gps, dis_entropys, dis_total_losses = [], [], [], [] + for _ in range(gail_epoch): + dis_loss, dis_gp, dis_entropy, dis_total_loss = \ + discriminator.update_zm(replay_buf=rollouts, expert_buf=expert_buffer, + obsfilt=utils.get_vec_normalize(envs)._obfilt, batch_size=cl_args.gail_batch_size) + # dis_loss, dis_gp, dis_entropy, dis_total_loss = discriminator.update(gail_train_loader, rollouts, utils.get_vec_normalize(envs)._obfilt) + dis_losses.append(dis_loss) + dis_gps.append(dis_gp) + dis_entropys.append(dis_entropy) + dis_total_losses.append(dis_total_loss) + + if dis_init: + utli.recordDisLossResults(results=(np.array(dis_losses)[0], + np.array(dis_gps)[0], + np.array(dis_entropys)[0], + np.array(dis_total_losses)[0]), + time_step=0) + dis_init = False + + + utli.recordDisLossResults(results=(np.mean(np.array(dis_losses)), + np.mean(np.array(dis_gps)), + np.mean(np.array(dis_entropys)), + np.mean(np.array(dis_total_losses))), + time_step=time_step) + + + for step in range(nbatch): + rollouts.rewards[step] = discriminator.predict_reward( + rollouts.obs[step], rollouts.actions[step], cl_args.gamma, + rollouts.masks[step]) + if rollouts.masks[step] == 1: + cum_gailrewards += rollouts.rewards[step].item() + else: + epgailbuf.append(cum_gailrewards) + cum_gailrewards=.0 + + # compute returns + rollouts.compute_returns(next_value, cl_args.use_gae, cl_args.gamma, + cl_args.gae_lambda, cl_args.use_proper_time_limits) + + # training PPO policy + + value_loss, action_loss, dist_entropy, total_loss = agent.update(rollouts) + + utli.recordLossResults(results=(value_loss, + action_loss, + dist_entropy, + total_loss), + time_step=time_step) + rollouts.after_update() + + + epinfobuf.extend(epinfos) + if not len(epinfobuf): + continue + eprewmean = safemean([epinfo['r'] for epinfo in epinfobuf]) + eplenmean = safemean([epinfo['l'] for epinfo in epinfobuf]) + + # utli.recordTrainResults(results=(eprewmean, + # eplenmean), + # time_step=time_step) + + utli.recordTrainResults_gail(results=(eprewmean, + eplenmean, + np.mean(np.array(epgailbuf))), + time_step=time_step) + + write_result.step_train(time_step) + + + print("Episode: %d, Time steps: %d, Mean length: %d Mean Reward: %f Mean Gail Reward:%f" + % (episode_t, time_step, eplenmean, eprewmean, np.mean(np.array(epgailbuf)))) + + if i_update % cl_args.log_interval == 0 and len(episode_rewards) > 1: + total_num_steps = (i_update + 1) * cl_args.num_processes * cl_args.num_steps + end = time.time() + print( + "Updates {}, num timesteps {}, FPS {} \n Last {} training episodes: mean/median reward {:.1f}/{:.1f}, min/max reward {:.1f}/{:.1f}\n" + .format(i_update, total_num_steps, + int(total_num_steps / (end - start)), + len(episode_rewards), np.mean(episode_rewards), + np.median(episode_rewards), np.min(episode_rewards), + np.max(episode_rewards), dist_entropy, value_loss, + action_loss)) + + E_time = time.time() + # store results + utli.store_results(evaluations, time_step, cl_args, S_time=S_time, E_time=E_time) + + return 0 + +def Learning_process(args, envs, rollouts, actor_critic, agent, discr,gail_train_loader, device): + + + obs = envs.reset() + rollouts.obs[0].copy_(obs) + rollouts.to(device) + + episode_rewards = deque(maxlen=10) + + start = time.time() + num_updates = int( + args.num_env_steps) // args.num_steps // args.num_processes + for j in range(num_updates): + + if args.use_linear_lr_decay: + # decrease learning rate linearly + utils.update_linear_schedule( + agent.optimizer, j, num_updates, + agent.optimizer.lr if args.algo == "acktr" else args.lr) + + for step in range(args.num_steps): + # Sample actions + with torch.no_grad(): + value, action, action_log_prob, recurrent_hidden_states = actor_critic.act( + rollouts.obs[step], rollouts.recurrent_hidden_states[step], + rollouts.masks[step]) + + # Obser reward and next obs + obs, reward, done, infos = envs.step(action) + + for info in infos: + if 'episode' in info.keys(): + episode_rewards.append(info['episode']['r']) + + # If done then clean the history of observations. + masks = torch.FloatTensor( + [[0.0] if done_ else [1.0] for done_ in done]) + bad_masks = torch.FloatTensor( + [[0.0] if 'bad_transition' in info.keys() else [1.0] + for info in infos]) + rollouts.insert(obs, recurrent_hidden_states, action, + action_log_prob, value, reward, masks, bad_masks) + + with torch.no_grad(): + next_value = actor_critic.get_value( + rollouts.obs[-1], rollouts.recurrent_hidden_states[-1], + rollouts.masks[-1]).detach() + + if args.gail: + if j >= 10: + envs.venv.eval() + + gail_epoch = args.gail_epoch + if j < 10: + gail_epoch = 100 # Warm up + for _ in range(gail_epoch): + discr.update(gail_train_loader, rollouts, + utils.get_vec_normalize(envs)._obfilt) + + for step in range(args.num_steps): + rollouts.rewards[step] = discr.predict_reward( + rollouts.obs[step], rollouts.actions[step], args.gamma, + rollouts.masks[step]) + + rollouts.compute_returns(next_value, args.use_gae, args.gamma, + args.gae_lambda, args.use_proper_time_limits) + + value_loss, action_loss, dist_entropy, total_loss = agent.update(rollouts) + + rollouts.after_update() + + # save for every interval-th episode or for the last epoch + # if (j % args.save_interval == 0 + # or j == num_updates - 1) and args.save_dir != "": + # save_path = os.path.join(args.save_dir, args.algo) + # try: + # os.makedirs(save_path) + # except OSError: + # pass + # + # torch.save([ + # actor_critic, + # getattr(utils.get_vec_normalize(envs), 'ob_rms', None) + # ], os.path.join(save_path, args.env_name + ".pt")) + + if j % args.log_interval == 0 and len(episode_rewards) > 1: + total_num_steps = (j + 1) * args.num_processes * args.num_steps + end = time.time() + print( + "Updates {}, num timesteps {}, FPS {} \n Last {} training episodes: mean/median reward {:.1f}/{:.1f}, min/max reward {:.1f}/{:.1f}\n" + .format(j, total_num_steps, + int(total_num_steps / (end - start)), + len(episode_rewards), np.mean(episode_rewards), + np.median(episode_rewards), np.min(episode_rewards), + np.max(episode_rewards), dist_entropy, value_loss, + action_loss)) + + return True + +def Learning_process_record(args, envs, rollouts, actor_critic, agent, discr,gail_train_loader, device): + + + log_save_name = utli.Log_save_name4gail(args) + log_save_path = os.path.join("./runs", log_save_name) + if os.path.exists(log_save_path): + shutil.rmtree(log_save_path) + utli.writer = SummaryWriter(log_save_path) + + obs = envs.reset() + rollouts.obs[0].copy_(obs) + rollouts.to(device) + + episode_rewards = deque(maxlen=10) + epinfobuf = deque(maxlen=10) + + start = time.time() + num_updates = int( + args.num_env_steps) // args.num_steps // args.num_processes + time_step = 0 + for j in range(num_updates): + + if args.use_linear_lr_decay: + # decrease learning rate linearly + utils.update_linear_schedule( + agent.optimizer, j, num_updates, + agent.optimizer.lr if args.algo == "acktr" else args.lr) + + for step in range(args.num_steps): + time_step += 1 + # Sample actions + with torch.no_grad(): + value, action, action_log_prob, recurrent_hidden_states = actor_critic.act( + rollouts.obs[step], rollouts.recurrent_hidden_states[step], + rollouts.masks[step]) + + # Obser reward and next obs + obs, reward, done, infos = envs.step(action) + + for info in infos: + if 'episode' in info.keys(): + episode_rewards.append(info['episode']['r']) + + for info in infos: + maybeepinfo = info.get('episode') + if maybeepinfo: + epinfobuf.append(maybeepinfo) + + # If done then clean the history of observations. + masks = torch.FloatTensor( + [[0.0] if done_ else [1.0] for done_ in done]) + bad_masks = torch.FloatTensor( + [[0.0] if 'bad_transition' in info.keys() else [1.0] + for info in infos]) + rollouts.insert(obs, recurrent_hidden_states, action, + action_log_prob, value, reward, masks, bad_masks) + + with torch.no_grad(): + next_value = actor_critic.get_value( + rollouts.obs[-1], rollouts.recurrent_hidden_states[-1], + rollouts.masks[-1]).detach() + + if args.gail: + if j >= 10: + envs.venv.eval() + + gail_epoch = args.gail_epoch + if j < 10: + gail_epoch = 100 # Warm up + dis_losses, dis_gps, dis_entropys, dis_total_losses = [], [], [], [] + for _ in range(gail_epoch): + dis_loss, dis_gp, dis_entropy, dis_total_loss = discr.update(gail_train_loader, rollouts, + utils.get_vec_normalize(envs)._obfilt) + dis_losses.append(dis_loss) + dis_gps.append(dis_gp) + dis_entropys.append(dis_entropy) + dis_total_losses.append(dis_total_loss) + + utli.recordDisLossResults(results=(np.mean(np.array(dis_losses)), + np.mean(np.array(dis_gps)), + np.mean(np.array(dis_entropys)), + np.mean(np.array(dis_total_losses))), + time_step=time_step) + + for step in range(args.num_steps): + rollouts.rewards[step] = discr.predict_reward( + rollouts.obs[step], rollouts.actions[step], args.gamma, + rollouts.masks[step]) + + rollouts.compute_returns(next_value, args.use_gae, args.gamma, + args.gae_lambda, args.use_proper_time_limits) + + value_loss, action_loss, dist_entropy, total_loss = agent.update(rollouts) + + utli.recordLossResults(results=(value_loss, + action_loss, + dist_entropy, + total_loss), + time_step=time_step) + + rollouts.after_update() + + # epinfobuf.extend(epinfos) + if not len(epinfobuf): + continue + eprewmean = safemean([epinfo['r'] for epinfo in epinfobuf]) + eplenmean = safemean([epinfo['l'] for epinfo in epinfobuf]) + + utli.recordTrainResults(results=(eprewmean, + eplenmean), + time_step=time_step) + + # write_result.step_train(time_step) + + print("Episode: %d, Time steps: %d, Mean length: %d Mean Reward: %f " + % (j, time_step, eplenmean, eprewmean)) + + # save for every interval-th episode or for the last epoch + # if (j % args.save_interval == 0 + # or j == num_updates - 1) and args.save_dir != "": + # save_path = os.path.join(args.save_dir, args.algo) + # try: + # os.makedirs(save_path) + # except OSError: + # pass + # + # torch.save([ + # actor_critic, + # getattr(utils.get_vec_normalize(envs), 'ob_rms', None) + # ], os.path.join(save_path, args.env_name + ".pt")) + + if j % args.log_interval == 0 and len(episode_rewards) > 1: + total_num_steps = (j + 1) * args.num_processes * args.num_steps + end = time.time() + print( + "Updates {}, num timesteps {}, FPS {} \n Last {} training episodes: mean/median reward {:.1f}/{:.1f}, min/max reward {:.1f}/{:.1f}\n" + .format(j, total_num_steps, + int(total_num_steps / (end - start)), + len(episode_rewards), np.mean(episode_rewards), + np.median(episode_rewards), np.min(episode_rewards), + np.max(episode_rewards), dist_entropy, value_loss, + action_loss)) + + return True \ No newline at end of file diff --git a/WDAIL/ppo_wdail/tools/learning_rate.py b/WDAIL/ppo_wdail/tools/learning_rate.py new file mode 100644 index 0000000..c948fc8 --- /dev/null +++ b/WDAIL/ppo_wdail/tools/learning_rate.py @@ -0,0 +1,46 @@ +class LearningRate: + """ + Attributes: + lr (float) + decay_factor (float) + training_step (int) + """ + __instance = None + + def __init__(self): + if LearningRate.__instance is not None: + raise Exception("Singleton instantiation called twice") + else: + LearningRate.__instance = self + self.lr = None + self.decay_factor = None + self.training_step = 0 + + @staticmethod + def get_instance(): + """Get the singleton instance. + + Returns: + (LearningRate) + """ + if LearningRate.__instance is None: + LearningRate() + return LearningRate.__instance + + def set_learning_rate(self, lr): + self.lr = lr + + def get_learning_rate(self): + return self.lr + + def increment_step(self): + self.training_step += 1 + + def get_step(self): + return self.training_step + + def set_decay(self, d): + self.decay_factor = d + + def decay(self): + self.lr = self.lr * self.decay_factor diff --git a/WDAIL/ppo_wdail/tools/model.py b/WDAIL/ppo_wdail/tools/model.py new file mode 100644 index 0000000..ce61cd0 --- /dev/null +++ b/WDAIL/ppo_wdail/tools/model.py @@ -0,0 +1,230 @@ +import numpy as np +import torch +import torch.nn as nn +import torch.nn.functional as F +from ..tools.distributions import Bernoulli, Categorical, DiagGaussian +from ..tools.utils import init +# from distributions import Bernoulli, Categorical, DiagGaussian +# from utils import init + + +class Flatten(nn.Module): + def forward(self, x): + return x.view(x.size(0), -1) + + +class Policy(nn.Module): + def __init__(self, obs_shape, action_space, base=None, base_kwargs=None): + super(Policy, self).__init__() + if base_kwargs is None: + base_kwargs = {} + if base is None: + if len(obs_shape) == 3: + base = CNNBase + elif len(obs_shape) == 1: + base = MLPBase + else: + raise NotImplementedError + + self.base = base(obs_shape[0], **base_kwargs) + + if action_space.__class__.__name__ == "Discrete": + num_outputs = action_space.n + self.dist = Categorical(self.base.output_size, num_outputs) + elif action_space.__class__.__name__ == "Box": + num_outputs = action_space.shape[0] + self.dist = DiagGaussian(self.base.output_size, num_outputs) + elif action_space.__class__.__name__ == "MultiBinary": + num_outputs = action_space.shape[0] + self.dist = Bernoulli(self.base.output_size, num_outputs) + else: + raise NotImplementedError + + @property + def is_recurrent(self): + return self.base.is_recurrent + + @property + def recurrent_hidden_state_size(self): + """Size of rnn_hx.""" + return self.base.recurrent_hidden_state_size + + def forward(self, inputs, rnn_hxs, masks): + raise NotImplementedError + + def act(self, inputs, rnn_hxs, masks, deterministic=False): + value, actor_features, rnn_hxs = self.base(inputs, rnn_hxs, masks) + dist = self.dist(actor_features) + + if deterministic: + action = dist.mode() + else: + action = dist.sample() + + action_log_probs = dist.log_probs(action) + dist_entropy = dist.entropy().mean() + + return value, action, action_log_probs, rnn_hxs + + def get_value(self, inputs, rnn_hxs, masks): + value, _, _ = self.base(inputs, rnn_hxs, masks) + return value + + def evaluate_actions(self, inputs, rnn_hxs, masks, action): + value, actor_features, rnn_hxs = self.base(inputs, rnn_hxs, masks) + dist = self.dist(actor_features) + + action_log_probs = dist.log_probs(action) + dist_entropy = dist.entropy().mean() + + return value, action_log_probs, dist_entropy, rnn_hxs + + +class NNBase(nn.Module): + def __init__(self, recurrent, recurrent_input_size, hidden_size): + super(NNBase, self).__init__() + + self._hidden_size = hidden_size + self._recurrent = recurrent + + if recurrent: + self.gru = nn.GRU(recurrent_input_size, hidden_size) + for name, param in self.gru.named_parameters(): + if 'bias' in name: + nn.init.constant_(param, 0) + elif 'weight' in name: + nn.init.orthogonal_(param) + + @property + def is_recurrent(self): + return self._recurrent + + @property + def recurrent_hidden_state_size(self): + if self._recurrent: + return self._hidden_size + return 1 + + @property + def output_size(self): + return self._hidden_size + + def _forward_gru(self, x, hxs, masks): + if x.size(0) == hxs.size(0): + x, hxs = self.gru(x.unsqueeze(0), (hxs * masks).unsqueeze(0)) + x = x.squeeze(0) + hxs = hxs.squeeze(0) + else: + # x is a (T, N, -1) tensor that has been flatten to (T * N, -1) + N = hxs.size(0) + T = int(x.size(0) / N) + + # unflatten + x = x.view(T, N, x.size(1)) + + # Same deal with masks + masks = masks.view(T, N) + + # Let's figure out which steps in the sequence have a zero for any agent + # We will always assume t=0 has a zero in it as that makes the logic cleaner + has_zeros = ((masks[1:] == 0.0) \ + .any(dim=-1) + .nonzero() + .squeeze() + .cpu()) + + # +1 to correct the masks[1:] + if has_zeros.dim() == 0: + # Deal with scalar + has_zeros = [has_zeros.item() + 1] + else: + has_zeros = (has_zeros + 1).numpy().tolist() + + # add t=0 and t=T to the list + has_zeros = [0] + has_zeros + [T] + + hxs = hxs.unsqueeze(0) + outputs = [] + for i in range(len(has_zeros) - 1): + # We can now process steps that don't have any zeros in masks together! + # This is much faster + start_idx = has_zeros[i] + end_idx = has_zeros[i + 1] + + rnn_scores, hxs = self.gru( + x[start_idx:end_idx], + hxs * masks[start_idx].view(1, -1, 1)) + + outputs.append(rnn_scores) + + # assert len(outputs) == T + # x is a (T, N, -1) tensor + x = torch.cat(outputs, dim=0) + # flatten + x = x.view(T * N, -1) + hxs = hxs.squeeze(0) + + return x, hxs + + +class CNNBase(NNBase): + def __init__(self, num_inputs, recurrent=False, hidden_size=512): + super(CNNBase, self).__init__(recurrent, hidden_size, hidden_size) + + init_ = lambda m: init(m, nn.init.orthogonal_, lambda x: nn.init. + constant_(x, 0), nn.init.calculate_gain('relu')) + + self.main = nn.Sequential( + init_(nn.Conv2d(num_inputs, 32, 8, stride=4)), nn.ReLU(), + init_(nn.Conv2d(32, 64, 4, stride=2)), nn.ReLU(), + init_(nn.Conv2d(64, 32, 3, stride=1)), nn.ReLU(), Flatten(), + init_(nn.Linear(32 * 7 * 7, hidden_size)), nn.ReLU()) + + init_ = lambda m: init(m, nn.init.orthogonal_, lambda x: nn.init. + constant_(x, 0)) + + self.critic_linear = init_(nn.Linear(hidden_size, 1)) + + self.train() + + def forward(self, inputs, rnn_hxs, masks): + x = self.main(inputs / 255.0) + + if self.is_recurrent: + x, rnn_hxs = self._forward_gru(x, rnn_hxs, masks) + + return self.critic_linear(x), x, rnn_hxs + + +class MLPBase(NNBase): + def __init__(self, num_inputs, recurrent=False, hidden_size=64): + super(MLPBase, self).__init__(recurrent, num_inputs, hidden_size) + + if recurrent: + num_inputs = hidden_size + + init_ = lambda m: init(m, nn.init.orthogonal_, lambda x: nn.init. + constant_(x, 0), np.sqrt(2)) + + self.actor = nn.Sequential( + init_(nn.Linear(num_inputs, hidden_size)), nn.Tanh(), + init_(nn.Linear(hidden_size, hidden_size)), nn.Tanh()) + + self.critic = nn.Sequential( + init_(nn.Linear(num_inputs, hidden_size)), nn.Tanh(), + init_(nn.Linear(hidden_size, hidden_size)), nn.Tanh()) + + self.critic_linear = init_(nn.Linear(hidden_size, 1)) + + self.train() + + def forward(self, inputs, rnn_hxs, masks): + x = inputs + + if self.is_recurrent: + x, rnn_hxs = self._forward_gru(x, rnn_hxs, masks) + + hidden_critic = self.critic(x) + hidden_actor = self.actor(x) + + return self.critic_linear(hidden_critic), hidden_actor, rnn_hxs diff --git a/WDAIL/ppo_wdail/tools/storage.py b/WDAIL/ppo_wdail/tools/storage.py new file mode 100644 index 0000000..68cd53c --- /dev/null +++ b/WDAIL/ppo_wdail/tools/storage.py @@ -0,0 +1,202 @@ +import torch +from torch.utils.data.sampler import BatchSampler, SubsetRandomSampler + + +def _flatten_helper(T, N, _tensor): + return _tensor.view(T * N, *_tensor.size()[2:]) + + +class RolloutStorage(object): + def __init__(self, num_steps, num_processes, obs_shape, action_space, + recurrent_hidden_state_size): + self.obs = torch.zeros(num_steps + 1, num_processes, *obs_shape) + self.recurrent_hidden_states = torch.zeros( + num_steps + 1, num_processes, recurrent_hidden_state_size) + self.rewards = torch.zeros(num_steps, num_processes, 1) + self.value_preds = torch.zeros(num_steps + 1, num_processes, 1) + self.returns = torch.zeros(num_steps + 1, num_processes, 1) + self.action_log_probs = torch.zeros(num_steps, num_processes, 1) + if action_space.__class__.__name__ == 'Discrete': + action_shape = 1 + else: + action_shape = action_space.shape[0] + self.actions = torch.zeros(num_steps, num_processes, action_shape) + if action_space.__class__.__name__ == 'Discrete': + self.actions = self.actions.long() + self.masks = torch.ones(num_steps + 1, num_processes, 1) + + # Masks that indicate whether it's a true terminal state + # or time limit end state + self.bad_masks = torch.ones(num_steps + 1, num_processes, 1) + + self.num_steps = num_steps + self.step = 0 + + def to(self, device): + self.obs = self.obs.to(device) + self.recurrent_hidden_states = self.recurrent_hidden_states.to(device) + self.rewards = self.rewards.to(device) + self.value_preds = self.value_preds.to(device) + self.returns = self.returns.to(device) + self.action_log_probs = self.action_log_probs.to(device) + self.actions = self.actions.to(device) + self.masks = self.masks.to(device) + self.bad_masks = self.bad_masks.to(device) + + def insert(self, obs, recurrent_hidden_states, actions, action_log_probs, + value_preds, rewards, masks, bad_masks): + self.obs[self.step + 1].copy_(obs) + self.recurrent_hidden_states[self.step + + 1].copy_(recurrent_hidden_states) + self.actions[self.step].copy_(actions) + self.action_log_probs[self.step].copy_(action_log_probs) + self.value_preds[self.step].copy_(value_preds) + self.rewards[self.step].copy_(rewards) + self.masks[self.step + 1].copy_(masks) + self.bad_masks[self.step + 1].copy_(bad_masks) + + self.step = (self.step + 1) % self.num_steps + + def after_update(self): + self.obs[0].copy_(self.obs[-1]) + self.recurrent_hidden_states[0].copy_(self.recurrent_hidden_states[-1]) + self.masks[0].copy_(self.masks[-1]) + self.bad_masks[0].copy_(self.bad_masks[-1]) + + def compute_returns(self, + next_value, + use_gae, + gamma, + gae_lambda, + use_proper_time_limits=True): + if use_proper_time_limits: + if use_gae: + self.value_preds[-1] = next_value + gae = 0 + for step in reversed(range(self.rewards.size(0))): + delta = self.rewards[step] + gamma * self.value_preds[ + step + 1] * self.masks[step + + 1] - self.value_preds[step] + gae = delta + gamma * gae_lambda * self.masks[step + + 1] * gae + gae = gae * self.bad_masks[step + 1] + self.returns[step] = gae + self.value_preds[step] + else: + self.returns[-1] = next_value + for step in reversed(range(self.rewards.size(0))): + self.returns[step] = (self.returns[step + 1] * \ + gamma * self.masks[step + 1] + self.rewards[step]) * self.bad_masks[step + 1] \ + + (1 - self.bad_masks[step + 1]) * self.value_preds[step] + else: + if use_gae: + self.value_preds[-1] = next_value + gae = 0 + for step in reversed(range(self.rewards.size(0))): + delta = self.rewards[step] + gamma * self.value_preds[ + step + 1] * self.masks[step + + 1] - self.value_preds[step] + gae = delta + gamma * gae_lambda * self.masks[step + + 1] * gae + self.returns[step] = gae + self.value_preds[step] + else: + self.returns[-1] = next_value + for step in reversed(range(self.rewards.size(0))): + self.returns[step] = self.returns[step + 1] * \ + gamma * self.masks[step + 1] + self.rewards[step] + + def feed_forward_generator(self, + advantages, + num_mini_batch=None, + mini_batch_size=None): + num_steps, num_processes = self.rewards.size()[0:2] + batch_size = num_processes * num_steps + + if mini_batch_size is None: + assert batch_size >= num_mini_batch, ( + "PPO requires the number of processes ({}) " + "* number of steps ({}) = {} " + "to be greater than or equal to the number of PPO mini batches ({})." + "".format(num_processes, num_steps, num_processes * num_steps, + num_mini_batch)) + mini_batch_size = batch_size // num_mini_batch + sampler = BatchSampler( + SubsetRandomSampler(range(batch_size)), + mini_batch_size, + drop_last=True) + for indices in sampler: + obs_batch = self.obs[:-1].view(-1, *self.obs.size()[2:])[indices] + recurrent_hidden_states_batch = self.recurrent_hidden_states[:-1].view( + -1, self.recurrent_hidden_states.size(-1))[indices] + actions_batch = self.actions.view(-1, + self.actions.size(-1))[indices] + value_preds_batch = self.value_preds[:-1].view(-1, 1)[indices] + return_batch = self.returns[:-1].view(-1, 1)[indices] + masks_batch = self.masks[:-1].view(-1, 1)[indices] + old_action_log_probs_batch = self.action_log_probs.view(-1, + 1)[indices] + if advantages is None: + adv_targ = None + else: + adv_targ = advantages.view(-1, 1)[indices] + + yield obs_batch, recurrent_hidden_states_batch, actions_batch, \ + value_preds_batch, return_batch, masks_batch, old_action_log_probs_batch, adv_targ + + def recurrent_generator(self, advantages, num_mini_batch): + num_processes = self.rewards.size(1) + assert num_processes >= num_mini_batch, ( + "PPO requires the number of processes ({}) " + "to be greater than or equal to the number of " + "PPO mini batches ({}).".format(num_processes, num_mini_batch)) + num_envs_per_batch = num_processes // num_mini_batch + perm = torch.randperm(num_processes) + for start_ind in range(0, num_processes, num_envs_per_batch): + obs_batch = [] + recurrent_hidden_states_batch = [] + actions_batch = [] + value_preds_batch = [] + return_batch = [] + masks_batch = [] + old_action_log_probs_batch = [] + adv_targ = [] + + for offset in range(num_envs_per_batch): + ind = perm[start_ind + offset] + obs_batch.append(self.obs[:-1, ind]) + recurrent_hidden_states_batch.append( + self.recurrent_hidden_states[0:1, ind]) + actions_batch.append(self.actions[:, ind]) + value_preds_batch.append(self.value_preds[:-1, ind]) + return_batch.append(self.returns[:-1, ind]) + masks_batch.append(self.masks[:-1, ind]) + old_action_log_probs_batch.append( + self.action_log_probs[:, ind]) + adv_targ.append(advantages[:, ind]) + + T, N = self.num_steps, num_envs_per_batch + # These are all tensors of size (T, N, -1) + obs_batch = torch.stack(obs_batch, 1) + actions_batch = torch.stack(actions_batch, 1) + value_preds_batch = torch.stack(value_preds_batch, 1) + return_batch = torch.stack(return_batch, 1) + masks_batch = torch.stack(masks_batch, 1) + old_action_log_probs_batch = torch.stack( + old_action_log_probs_batch, 1) + adv_targ = torch.stack(adv_targ, 1) + + # States is just a (N, -1) tensor + recurrent_hidden_states_batch = torch.stack( + recurrent_hidden_states_batch, 1).view(N, -1) + + # Flatten the (T, N, ...) tensors to (T * N, ...) + obs_batch = _flatten_helper(T, N, obs_batch) + actions_batch = _flatten_helper(T, N, actions_batch) + value_preds_batch = _flatten_helper(T, N, value_preds_batch) + return_batch = _flatten_helper(T, N, return_batch) + masks_batch = _flatten_helper(T, N, masks_batch) + old_action_log_probs_batch = _flatten_helper(T, N, \ + old_action_log_probs_batch) + adv_targ = _flatten_helper(T, N, adv_targ) + + yield obs_batch, recurrent_hidden_states_batch, actions_batch, \ + value_preds_batch, return_batch, masks_batch, old_action_log_probs_batch, adv_targ diff --git a/WDAIL/ppo_wdail/tools/utils.py b/WDAIL/ppo_wdail/tools/utils.py new file mode 100644 index 0000000..801b28c --- /dev/null +++ b/WDAIL/ppo_wdail/tools/utils.py @@ -0,0 +1,65 @@ +import glob +import os + +import torch +import torch.nn as nn + +from ..tools.envs import VecNormalize + + +# Get a render function +def get_render_func(venv): + if hasattr(venv, 'envs'): + return venv.envs[0].render + elif hasattr(venv, 'venv'): + return get_render_func(venv.venv) + elif hasattr(venv, 'env'): + return get_render_func(venv.env) + + return None + + +def get_vec_normalize(venv): + if isinstance(venv, VecNormalize): + return venv + elif hasattr(venv, 'venv'): + return get_vec_normalize(venv.venv) + + return None + + +# Necessary for my KFAC implementation. +class AddBias(nn.Module): + def __init__(self, bias): + super(AddBias, self).__init__() + self._bias = nn.Parameter(bias.unsqueeze(1)) + + def forward(self, x): + if x.dim() == 2: + bias = self._bias.t().view(1, -1) + else: + bias = self._bias.t().view(1, -1, 1, 1) + + return x + bias + + +def update_linear_schedule(optimizer, epoch, total_num_epochs, initial_lr): + """Decreases the learning rate linearly""" + lr = initial_lr - (initial_lr * (epoch / float(total_num_epochs))) + for param_group in optimizer.param_groups: + param_group['lr'] = lr + + +def init(module, weight_init, bias_init, gain=1): + weight_init(module.weight.data, gain=gain) + bias_init(module.bias.data) + return module + + +def cleanup_log_dir(log_dir): + try: + os.makedirs(log_dir) + except OSError: + files = glob.glob(os.path.join(log_dir, '*.monitor.csv')) + for f in files: + os.remove(f) diff --git a/WDAIL/ppo_wdail/tools/utli.py b/WDAIL/ppo_wdail/tools/utli.py new file mode 100644 index 0000000..2caba5f --- /dev/null +++ b/WDAIL/ppo_wdail/tools/utli.py @@ -0,0 +1,265 @@ +import pandas as pd +import os +import numpy as np +import torch +import config + +# writer = SummaryWriter() +writer = [] + + + + + +results4train = { + 'Train reward': 0.0, + 'Train steps':0, +} + +results4train_test = { + 'Train reward': 0.0, + 'Train steps': 0, + 'min reward in episodes':0, + 'max reward in episodes':0, + 'mean reward in episodes':0, +} +def recordTrainResults_test(results, time_step): + results4train_test['Train reward'] = results[0] + results4train_test['Train steps'] = results[1] + results4train_test['min reward in episodes'] = results[2] + results4train_test['max reward in episodes'] = results[3] + results4train_test['mean reward in episodes'] = results[4] + + write2tensorboard(results=results4train_test, time_step=time_step) + + + +results4evaluate = { + 'Evaluate mean reward': 0.0, + 'Evaluate mean steps': 0, + 'Window Evaluate reward': 0.0 +} + + + +count_model = 0 + +results4loss = { + 'ppo_value': 0.0, + 'ppo_loss': 0.0, + 'ppo_entropy': 0.0, + 'ppo_total_loss': 0.0 +} +def recordLossResults(results, time_step): + results4loss['ppo_value'] = results[0] + results4loss['ppo_loss'] = results[1] + results4loss['ppo_entropy'] = results[2] + results4loss['ppo_total_loss'] = results[3] + + write2tensorboard(results=results4loss, time_step=time_step) + + +results4td3loss = { + 'learning rate decay': 0.0, + 'critic_loss': 0.0, + 'actor_loss': 0.0 +} +def recordTD3LossResults(results, time_step): + results4td3loss['learning rate decay'] = results[0] + results4td3loss['critic_loss'] = results[1] + results4td3loss['actor_loss'] = results[2] + + write2tensorboard(results=results4td3loss, time_step=time_step) + +results4Disloss = { + 'dis_loss': 0.0, + 'dis_gp': 0.0, + 'dis_entropy': 0.0, + 'dis_total_loss': 0.0 +} +def recordDisLossResults(results, time_step): + results4Disloss['dis_loss'] = results[0] + results4Disloss['dis_gp'] = results[1] + results4Disloss['dis_entropy'] = results[2] + results4Disloss['dis_total_loss'] = results[3] + + write2tensorboard(results=results4Disloss, time_step=time_step) + +def recordTrainResults(results, time_step): + + results4train['Train reward'] = results[0] + results4train['Train steps'] = results[1] + + write2tensorboard(results=results4train, time_step=time_step) + + +results4train_gail = { + 'Train reward': 0.0, + 'Train steps': 0, + 'Expert reward': 0.0, +} +def recordTrainResults_gail(results, time_step): + results4train_gail['Train reward'] = results[0] + results4train_gail['Train steps'] = results[1] + results4train_gail['Expert reward'] = results[2] + + write2tensorboard(results=results4train_gail, time_step=time_step) + + + +def recordEvaluateResults(results, time_step): + results4evaluate['Evaluate mean reward'] = results[0] + results4evaluate['Evaluate mean steps'] = results[1] + results4evaluate['Window Evaluate reward'] = results[2] + + write2tensorboard(results=results4evaluate, time_step=time_step) + +def write2tensorboard(results, time_step): + titles = results.keys() + for title in titles: + writer.add_scalar(title, results[title], time_step) + +def store_results(evaluations, number_of_timesteps, cl_args, S_time=0, E_time=3600): + """Store the results of a run. + + Args: + evaluations: + number_of_timesteps (int): + loss_aggregate (str): The name of the loss aggregation used. (sum or mean) + loss_function (str): The name of the loss function used. + + Returns: + None + """ + + df = pd.DataFrame.from_records(evaluations) + number_of_trajectories = len(evaluations[0]) - 1 + columns = ["reward_{}".format(i) for i in range(number_of_trajectories)] + columns.append("timestep") + df.columns = columns + log_save_name = Log_save_name(cl_args) + # timestamp = time.time() + timestamp = np.around((E_time-S_time)/3600,2) + results_fname = 'FinalEvaluation_'+log_save_name+'_tsteps_{}_consume_time_{}_results.csv'\ + .format(number_of_timesteps, + timestamp) + df.to_csv(str(config.results_dir / results_fname)) + + +def Save_model_dir(algo_id, env_id): + fname = '{}_{}'.format(algo_id, env_id) + # dir_rela = os.path.join(config.trained_model_dir_rela,fname) + dir_abs = config.trained_model_dir/fname + + if not dir_abs.is_dir(): + dir_abs.mkdir() + + return dir_abs + +def Save_trained_model(count, num, model, model_dir, save_condition, eprewmean, reward_window4Evaluate): + + # if eprewmean >= save_condition: + if eprewmean >= save_condition and reward_window4Evaluate[-1] >= save_condition: + count += 1 + model_fname = 'Trained_model_{}.pt'.format(count) + path = os.path.join(model_dir, model_fname) + # torch.save(model.state_dict(), path) + torch.save(model.state_dict(), path) + print('********************************************************') + print('Save model Train mean reward {:.2f}'.format(eprewmean)) + print('Save model Evaluate mean reward {:.2f}'.format(np.mean(reward_window4Evaluate))) + print('********************************************************') + if count >= num: + count = 0 + + return count + + + +def Log_save_name(cl_args): + + save_name = cl_args.algo_id + '_' + cl_args.env_name + \ + '_hidden_{}_lr_{}_nstep_{}_batch_size_{}_ppo_epoch_{}_total_steps_{}'\ + .format(cl_args.hidden_size, + cl_args.lr, + cl_args.nsteps, + cl_args.batch_size, + cl_args.ppo_epoch, + int(cl_args.total_steps) + ) + return save_name + +def Log_save_name4gail(cl_args): + + save_name = cl_args.algo + '_' + cl_args.env_name + \ + '_seed_{}_num_trajs_{}_subsample_frequency_{}_reward_type_{}_update_rms_{}_gail_{}_{}_{}_{}'\ + .format(cl_args.seed, + cl_args.num_trajs, + cl_args.subsample_frequency, + cl_args.reward_type, + int(cl_args.update_rms), + cl_args.gail_batch_size, + cl_args.gail_thre, + cl_args.gail_pre_epoch, + cl_args.gail_epoch + ) + return save_name + +def get_train_dir(cl_args): + save_name = Log_save_name(cl_args) + train_dir = config.results_dir / save_name + return train_dir + +class Write_Result(object): + def __init__(self, cl_args): + save_name = Log_save_name4gail(cl_args) + self.train_name = 'Train_' + save_name + '.txt' + self.eval_name = 'Eval_' + save_name + '.txt' + self.path = config.results_dir + self.results4train = results4train_gail + self.results4evaluate = results4evaluate + self.initTrain() + self.initEval() + + + def initTrain(self): + names = self.results4train.keys() + with open(os.path.join(self.path, self.train_name), 'w') as Record_f: + Record_f.write('Time_step' + '\t') + for name in names: + Record_f.write(name + '\t') + Record_f.write('Other' + '\n') + + + def initEval(self): + names = self.results4evaluate.keys() + with open(os.path.join(self.path, self.eval_name), 'w') as Record_f: + Record_f.write('Time_step' + '\t') + for name in names: + Record_f.write(name + '\t') + Record_f.write('Other' + '\n') + + def step_train(self, time_step): + results = self.results4train + names = results.keys() + with open(os.path.join(self.path, self.train_name), 'a') as Record_f: + Record_f.write(str(time_step) + '\t') + for name in names: + Record_f.write(str(np.around(results[name], decimals=4)) + '\t') + Record_f.write(str(0) + '\n') + + def step_eval(self, time_step): + results = self.results4evaluate + names = results.keys() + with open(os.path.join(self.path, self.train_name), 'a') as Record_f: + Record_f.write(str(time_step) + '\t') + for name in names: + Record_f.write(str(results[name]) + '\t') + Record_f.write(str(0) + '\n') + +def update_linear_schedule(optimizer, epoch, total_num_epochs, initial_lr): + """Decreases the learning rate linearly""" + lr = initial_lr - (initial_lr * (epoch / float(total_num_epochs))) + for param_group in optimizer.param_groups: + param_group['lr'] = lr + diff --git a/WDAIL/ppo_wdail/wdail_ant.py b/WDAIL/ppo_wdail/wdail_ant.py new file mode 100644 index 0000000..53ceb3b --- /dev/null +++ b/WDAIL/ppo_wdail/wdail_ant.py @@ -0,0 +1,214 @@ +"""The main framwork for this work. +See README for usage. +""" + +import argparse +import torch + +try: + from mpi4py import MPI +except ImportError: + MPI = None +import os +import sys +sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) + +# set key parameters +def argsparser(): + parser = argparse.ArgumentParser("WDAIL") + parser.add_argument('--env_name', help='environment ID', default='Ant-v1') + parser.add_argument('--algo', help='algorithm ID', default='WDAIL') + parser.add_argument('--log-dir', default='/tmp/gym/', help='directory to save agent logs (default: /tmp/gym)') + # general + parser.add_argument('--total_steps', help='total steps', type=int, default=10e6) + parser.add_argument('--num_env_steps', help='total steps', type=int, default=10e6) + parser.add_argument('--evaluate_every', help='evaluate every', type=int, default=2e10) + parser.add_argument('--save_condition', help='save_condition', type=int, default=1000) + parser.add_argument('--num_model', help='num_model', type=int, default=10) + parser.add_argument('--use_device', help='use_device', type=bool, default=True) + parser.add_argument('--cuda', help='num_model', type=int, default=0) + parser.add_argument('--seed', help='seed', type=int, default=1) + parser.add_argument('--use_linear_lr_decay', help='use linear lr decay', type=bool, default=True) + parser.add_argument('--recurrent-policy', action='store_true', default=False, help='use a recurrent policy') + + #ppo + parser.add_argument('--num_processes', help='num_processes', type=int, default=1) + parser.add_argument('--num-steps', help='num-steps', type=int, default=2048) + parser.add_argument('--lr', help='learning rate', type=float, default=3e-4) + parser.add_argument('--batch_size', help='batch size', type=int, default=64) + parser.add_argument('--ppo_epoch', help='ppo epoch num', type=int, default=10) + parser.add_argument('--hidden_size', help='hidden size', type=int, default=64) + parser.add_argument('--ppo_entcoeff', help='entropy coefficiency of policy', type=float, default=1e-3) #default=1e-3 + parser.add_argument('--ppo_obs_norm', help='ppo_vec_norm', type=bool, default=True) + parser.add_argument('--num-mini-batch', type=int, default=32, help='number of batches for ppo (default: 32)') + parser.add_argument('--clip-param', type=float, default=0.2, help='ppo clip parameter (default: 0.2)') + parser.add_argument('--eps', type=float, default=1e-5, help='RMSprop optimizer epsilon (default: 1e-5)') + parser.add_argument('--alpha', type=float, default=0.99, help='RMSprop optimizer apha (default: 0.99)') + parser.add_argument('--gamma', type=float, default=0.99, help='discount factor for rewards (default: 0.99)') + parser.add_argument('--use-gae', action='store_true', default=True, help='use generalized advantage estimation') + parser.add_argument('--gae-lambda', type=float, default=0.95, help='gae lambda parameter (default: 0.95)') + parser.add_argument('--entropy-coef', type=float, default=0.00, help='entropy term coefficient (default: 0.01)') + parser.add_argument('--value-loss-coef', type=float, default=0.5, help='value loss coefficient (default: 0.5)') + parser.add_argument('--max-grad-norm', type=float, default=0.5, help='max norm of gradients (default: 0.5)') + + # #gail + parser.add_argument('--gail', help='if gail', type=bool, default=True) + # parser.add_argument('--expert_path', help='trajs path', type=str, default='../data/baseline/deterministic.trpo.HalfCheetah.0.00.npz') + parser.add_argument('--expert_path', help='trajs path', type=str, default='../data/ikostirkov/trajs_ant.h5') + parser.add_argument('--gail-experts-dir',default='./gail_experts', help='directory that contains expert demonstrations for gail') + parser.add_argument('--gail_batch_size', type=int, default=128, help='gail batch size (default: 128)') + parser.add_argument('--gail_thre', help='number of steps to train discriminator in each epoch', type=int, default=10) + parser.add_argument('--gail_pre_epoch', help='number of steps to train discriminator in each epoch', type=int, default=100) + parser.add_argument('--gail_epoch', help='number of steps to train discriminator in each epoch', type=int, default=5) + parser.add_argument('--num_trajs', help='num trajs', type=int, default=4) + parser.add_argument('--subsample_frequency', help='num trajs', type=int, default=1) + parser.add_argument('--adversary_entcoeff', help='entropy coefficiency of discriminator', type=float, default=1e-3) + parser.add_argument('--use-proper-time-limits', action='store_true', default=True, help='compute returns taking into account time limits') + parser.add_argument('--log-interval', type=int, default=1, help='log interval, one log per n updates (default: 10)') + + parser.add_argument('--reward_type', type=int, default=0, help='0,1,2,3,4') + parser.add_argument('--update_rms', type=bool, default=False, help='False or True') + + + return parser.parse_args() + +def train(args): + + # from ppo_gail_iko.algo.ppo4multienvs import PPO, ReplayBuffer + from ppo_wdail.algo.ppo import PPO + from ppo_wdail.tools.storage import RolloutStorage + from ppo_wdail.tools.model import Policy + + from ppo_wdail.algo.wdgail import Discriminator, ExpertDataset + from ppo_wdail.algo.mujoco_dset_zm_iko import Mujoco_Dset + + from ppo_wdail.tools.learn import gailLearning_mujoco_origin + from ppo_wdail.tools.envs import make_vec_envs + + from ppo_wdail.tools import utli + from ppo_wdail.tools import utils + + from collections import deque + import time + import numpy as np + + + # from nets.network import ActorCritic_mujoco as ActorCritic + cl_args = args + np.random.seed(args.seed) + torch.manual_seed(args.seed) + torch.cuda.manual_seed_all(args.seed) + + # if args.cuda and torch.cuda.is_available() and args.cuda_deterministic: + # torch.backends.cudnn.benchmark = False + # torch.backends.cudnn.deterministic = True + + log_dir = os.path.expanduser(args.log_dir) + eval_log_dir = log_dir + "_eval" + utils.cleanup_log_dir(log_dir) + utils.cleanup_log_dir(eval_log_dir) + + torch.set_num_threads(1) + + device = torch.device('cuda:'+ str(cl_args.cuda) if torch.cuda.is_available() else 'cpu') + # device = torch.device('cpu') + + envs = make_vec_envs(args.env_name, args.seed, args.num_processes, + args.gamma, args.log_dir, device, False) + + # envs_eval = make_vec_envs(args.env_name, args.seed, args.num_processes, + # args.gamma, args.log_dir, device, False) + envs_eval = [] + + # network + actor_critic = Policy( + envs.observation_space.shape, + envs.action_space, + base_kwargs={'recurrent': args.recurrent_policy}) + actor_critic.to(device) + + agent = PPO( + actor_critic, + args.clip_param, + args.ppo_epoch, + args.num_mini_batch, + args.value_loss_coef, + args.entropy_coef, + lr=args.lr, + eps=args.eps, + max_grad_norm=args.max_grad_norm) + + # discriminator + discr = Discriminator(envs.observation_space.shape[0] + envs.action_space.shape[0], 100, device, args.reward_type, args.update_rms) + + file_name = os.path.join( + args.gail_experts_dir, "trajs_{}.pt".format( + args.env_name.split('-')[0].lower())) + + gail_train_loader = torch.utils.data.DataLoader( + ExpertDataset( + file_name, num_trajectories=args.num_trajs, subsample_frequency=args.subsample_frequency), + batch_size=args.gail_batch_size, + shuffle=True, + drop_last=True) + + # The buffer + rollouts = RolloutStorage(args.num_steps, args.num_processes, + envs.observation_space.shape, envs.action_space, + actor_critic.recurrent_hidden_state_size) + + # The buffer for the expert -> refer to dataset/mujoco_dset.py + # expert_path = cl_args.expert_path+cl_args.env_id+".h5" + # expert_buffer = Mujoco_Dset(cl_args.expert_path, traj_limitation=cl_args.num_trajs, subsample_frequency=20) + + + model = gailLearning_mujoco_origin(cl_args=cl_args, + envs=envs, + envs_eval=envs_eval, + actor_critic=actor_critic, + agent=agent, + discriminator=discr, + rollouts=rollouts, + gail_train_loader=gail_train_loader, + device=device, + utli=utli) + + return 0 + + +def main(args): + + model, env = train(args) + + # if args.play: + # + # obs = env.reset() + # + # state = model.initial_state if hasattr(model, 'initial_state') else None + # dones = np.zeros((1,)) + # + # episode_rew = 0 + # while True: + # if state is not None: + # actions, _, state, _ = model.step(obs,S=state, M=dones) + # else: + # actions, _, _, _ = model.step(obs) + # + # obs, rew, done, _ = env.step(actions) + # episode_rew += rew[0] if isinstance(env, VecEnv) else rew + # env.render() + # done = done.any() if isinstance(done, np.ndarray) else done + # if done: + # print(f'episode_rew={episode_rew}') + # episode_rew = 0 + # obs = env.reset() + # + # env.close() + + return model + +if __name__ == '__main__': + + args = argsparser() + main(args) + diff --git a/WDAIL/ppo_wdail/wdail_halfcheetah.py b/WDAIL/ppo_wdail/wdail_halfcheetah.py new file mode 100644 index 0000000..0a1462d --- /dev/null +++ b/WDAIL/ppo_wdail/wdail_halfcheetah.py @@ -0,0 +1,253 @@ +"""The main framwork for this work. +See README for usage. +""" + +import argparse +import torch + +try: + from mpi4py import MPI +except ImportError: + MPI = None +import os +import sys +sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) + +# set key parameters +def argsparser(): + parser = argparse.ArgumentParser("WDAIL") + parser.add_argument('--env_name', help='environment ID', default='HalfCheetah-v2') + parser.add_argument('--algo', help='algorithm ID', default='WDAIL') + parser.add_argument('--log-dir', default='/tmp/gym/', help='directory to save agent logs (default: /tmp/gym)') + # general + parser.add_argument('--total_steps', help='total steps', type=int, default=10e6) + parser.add_argument('--num_env_steps', help='total steps', type=int, default=10e6) + parser.add_argument('--evaluate_every', help='evaluate every', type=int, default=2e10) + parser.add_argument('--save_condition', help='save_condition', type=int, default=1000) + parser.add_argument('--num_model', help='num_model', type=int, default=10) + parser.add_argument('--use_device', help='use_device', type=bool, default=True) + parser.add_argument('--cuda', help='num_model', type=int, default=0) + parser.add_argument('--seed', help='seed', type=int, default=1) + parser.add_argument('--use_linear_lr_decay', help='use linear lr decay', type=bool, default=True) + parser.add_argument('--recurrent-policy', action='store_true', default=False, help='use a recurrent policy') + + #ppo + parser.add_argument('--num_processes', help='num_processes', type=int, default=1) + parser.add_argument('--num-steps', help='num-steps', type=int, default=2048) + parser.add_argument('--lr', help='learning rate', type=float, default=3e-4) + parser.add_argument('--batch_size', help='batch size', type=int, default=64) + parser.add_argument('--ppo_epoch', help='ppo epoch num', type=int, default=10) + parser.add_argument('--hidden_size', help='hidden size', type=int, default=64) + parser.add_argument('--ppo_entcoeff', help='entropy coefficiency of policy', type=float, default=1e-3) #default=1e-3 + parser.add_argument('--ppo_obs_norm', help='ppo_vec_norm', type=bool, default=True) + parser.add_argument('--num-mini-batch', type=int, default=32, help='number of batches for ppo (default: 32)') + parser.add_argument('--clip-param', type=float, default=0.2, help='ppo clip parameter (default: 0.2)') + parser.add_argument('--eps', type=float, default=1e-5, help='RMSprop optimizer epsilon (default: 1e-5)') + parser.add_argument('--alpha', type=float, default=0.99, help='RMSprop optimizer apha (default: 0.99)') + parser.add_argument('--gamma', type=float, default=0.99, help='discount factor for rewards (default: 0.99)') + parser.add_argument('--use-gae', action='store_true', default=True, help='use generalized advantage estimation') + parser.add_argument('--gae-lambda', type=float, default=0.95, help='gae lambda parameter (default: 0.95)') + parser.add_argument('--entropy-coef', type=float, default=0.00, help='entropy term coefficient (default: 0.01)') + parser.add_argument('--value-loss-coef', type=float, default=0.5, help='value loss coefficient (default: 0.5)') + parser.add_argument('--max-grad-norm', type=float, default=0.5, help='max norm of gradients (default: 0.5)') + + # #gail + parser.add_argument('--gail', help='if gail', type=bool, default=True) + # parser.add_argument('--expert_path', help='trajs path', type=str, default='../data/baseline/deterministic.trpo.HalfCheetah.0.00.npz') + parser.add_argument('--expert_path', help='trajs path', type=str, default='../data/ikostirkov/trajs_halfcheetah.h5') + parser.add_argument('--gail-experts-dir',default='./gail_experts', help='directory that contains expert demonstrations for gail') + parser.add_argument('--gail_batch_size', type=int, default=128, help='gail batch size (default: 128)') + parser.add_argument('--gail_thre', help='number of steps to train discriminator in each epoch', type=int, default=10) + parser.add_argument('--gail_pre_epoch', help='number of steps to train discriminator in each epoch', type=int, default=100) + parser.add_argument('--gail_epoch', help='number of steps to train discriminator in each epoch', type=int, default=5) + parser.add_argument('--num_trajs', help='num trajs', type=int, default=4) + parser.add_argument('--subsample_frequency', help='num trajs', type=int, default=20) + parser.add_argument('--adversary_entcoeff', help='entropy coefficiency of discriminator', type=float, default=1e-3) + parser.add_argument('--use-proper-time-limits', action='store_true', default=True, help='compute returns taking into account time limits') + parser.add_argument('--log-interval', type=int, default=1, help='log interval, one log per n updates (default: 10)') + + parser.add_argument('--reward_type', type=int, default=0, help='0,1,2,3,4') + parser.add_argument('--update_rms', type=bool, default=False, help='False or True') + + return parser.parse_args() + +def train(args): + + # from ppo_gail_iko.algo.ppo4multienvs import PPO, ReplayBuffer + from ppo_wdail.algo.ppo import PPO + from ppo_wdail.tools.storage import RolloutStorage + from ppo_wdail.tools.model import Policy + + from ppo_wdail.algo.wdgail import Discriminator, ExpertDataset + from ppo_wdail.algo.mujoco_dset_zm_iko import Mujoco_Dset + + from ppo_wdail.tools.learn import gailLearning_mujoco, Learning_process, Learning_process_record, gailLearning_mujoco_test, gailLearning_mujoco_origin + from ppo_wdail.tools.envs import make_vec_envs + + from ppo_wdail.tools import utli + from ppo_wdail.tools import utils + + from collections import deque + import time + import numpy as np + + + # from nets.network import ActorCritic_mujoco as ActorCritic + cl_args = args + np.random.seed(args.seed) + torch.manual_seed(args.seed) + torch.cuda.manual_seed_all(args.seed) + + # if args.cuda and torch.cuda.is_available() and args.cuda_deterministic: + # torch.backends.cudnn.benchmark = False + # torch.backends.cudnn.deterministic = True + + log_dir = os.path.expanduser(args.log_dir) + eval_log_dir = log_dir + "_eval" + utils.cleanup_log_dir(log_dir) + utils.cleanup_log_dir(eval_log_dir) + + torch.set_num_threads(1) + + device = torch.device('cuda:'+ str(cl_args.cuda) if torch.cuda.is_available() else 'cpu') + # device = torch.device('cpu') + + envs = make_vec_envs(args.env_name, args.seed, args.num_processes, + args.gamma, args.log_dir, device, False) + + # envs_eval = make_vec_envs(args.env_name, args.seed, args.num_processes, + # args.gamma, args.log_dir, device, False) + envs_eval = [] + + # network + actor_critic = Policy( + envs.observation_space.shape, + envs.action_space, + base_kwargs={'recurrent': args.recurrent_policy}) + actor_critic.to(device) + + agent = PPO( + actor_critic, + args.clip_param, + args.ppo_epoch, + args.num_mini_batch, + args.value_loss_coef, + args.entropy_coef, + lr=args.lr, + eps=args.eps, + max_grad_norm=args.max_grad_norm) + + # discriminator + discr = Discriminator(envs.observation_space.shape[0] + envs.action_space.shape[0], 100, device, args.reward_type, args.update_rms) + + file_name = os.path.join( + args.gail_experts_dir, "trajs_{}.pt".format( + args.env_name.split('-')[0].lower())) + + gail_train_loader = torch.utils.data.DataLoader( + ExpertDataset( + file_name, num_trajectories=args.num_trajs, subsample_frequency=args.subsample_frequency), + batch_size=args.gail_batch_size, + shuffle=True, + drop_last=True) + + # The buffer + rollouts = RolloutStorage(args.num_steps, args.num_processes, + envs.observation_space.shape, envs.action_space, + actor_critic.recurrent_hidden_state_size) + + # The buffer for the expert -> refer to dataset/mujoco_dset.py + # expert_path = cl_args.expert_path+cl_args.env_id+".h5" + # expert_buffer = Mujoco_Dset(cl_args.expert_path, traj_limitation=cl_args.num_trajs, subsample_frequency=20) + + # model = gailLearning_mujoco_test(cl_args=cl_args, + # envs=envs, + # envs_eval=envs_eval, + # actor_critic=actor_critic, + # agent=agent, + # discriminator=discr, + # rollouts=rollouts, + # expert_buffer=expert_buffer, + # device=device, + # utli=utli) + + model = gailLearning_mujoco_origin(cl_args=cl_args, + envs=envs, + envs_eval=envs_eval, + actor_critic=actor_critic, + agent=agent, + discriminator=discr, + rollouts=rollouts, + gail_train_loader=gail_train_loader, + device=device, + utli=utli) + + # model = gailLearning_mujoco(cl_args=cl_args, + # envs=envs, + # envs_eval=envs_eval, + # actor_critic=actor_critic, + # agent=agent, + # discriminator=discr, + # rollouts=rollouts, + # gail_train_loader=gail_train_loader, + # device=device, + # utli=utli) + + # sign = Learning_process_record(args=args, + # envs=envs, + # rollouts=rollouts, + # actor_critic=actor_critic, + # agent=agent, + # discr=discr, + # gail_train_loader=gail_train_loader, + # device=device) + + # sign = Learning_process(args=args, + # envs=envs, + # rollouts=rollouts, + # actor_critic=actor_critic, + # agent=agent, + # discr=discr, + # gail_train_loader=gail_train_loader, + # device=device) + + + return 0 + + +def main(args): + + model, env = train(args) + + # if args.play: + # + # obs = env.reset() + # + # state = model.initial_state if hasattr(model, 'initial_state') else None + # dones = np.zeros((1,)) + # + # episode_rew = 0 + # while True: + # if state is not None: + # actions, _, state, _ = model.step(obs,S=state, M=dones) + # else: + # actions, _, _, _ = model.step(obs) + # + # obs, rew, done, _ = env.step(actions) + # episode_rew += rew[0] if isinstance(env, VecEnv) else rew + # env.render() + # done = done.any() if isinstance(done, np.ndarray) else done + # if done: + # print(f'episode_rew={episode_rew}') + # episode_rew = 0 + # obs = env.reset() + # + # env.close() + + return model + +if __name__ == '__main__': + + args = argsparser() + main(args) + diff --git a/WDAIL/ppo_wdail/wdail_hopper.py b/WDAIL/ppo_wdail/wdail_hopper.py new file mode 100644 index 0000000..0edc313 --- /dev/null +++ b/WDAIL/ppo_wdail/wdail_hopper.py @@ -0,0 +1,212 @@ +"""The main framwork for this work. +See README for usage. +""" + +import argparse +import torch + +try: + from mpi4py import MPI +except ImportError: + MPI = None +import os +import sys +sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) + +# set key parameters +def argsparser(): + parser = argparse.ArgumentParser("WDAIL") + parser.add_argument('--env_name', help='environment ID', default='Hopper-v1') + parser.add_argument('--algo', help='algorithm ID', default='WDAIL') + parser.add_argument('--log-dir', default='/tmp/gym/', help='directory to save agent logs (default: /tmp/gym)') + # general + parser.add_argument('--total_steps', help='total steps', type=int, default=10e6) + parser.add_argument('--num_env_steps', help='total steps', type=int, default=10e6) + parser.add_argument('--evaluate_every', help='evaluate every', type=int, default=2e10) + parser.add_argument('--save_condition', help='save_condition', type=int, default=1000) + parser.add_argument('--num_model', help='num_model', type=int, default=10) + parser.add_argument('--use_device', help='use_device', type=bool, default=True) + parser.add_argument('--cuda', help='num_model', type=int, default=0) + parser.add_argument('--seed', help='seed', type=int, default=1) + parser.add_argument('--use_linear_lr_decay', help='use linear lr decay', type=bool, default=True) + parser.add_argument('--recurrent-policy', action='store_true', default=False, help='use a recurrent policy') + + #ppo + parser.add_argument('--num_processes', help='num_processes', type=int, default=1) + parser.add_argument('--num-steps', help='num-steps', type=int, default=2048) + parser.add_argument('--lr', help='learning rate', type=float, default=3e-4) + parser.add_argument('--batch_size', help='batch size', type=int, default=64) + parser.add_argument('--ppo_epoch', help='ppo epoch num', type=int, default=10) + parser.add_argument('--hidden_size', help='hidden size', type=int, default=64) + parser.add_argument('--ppo_entcoeff', help='entropy coefficiency of policy', type=float, default=1e-3) #default=1e-3 + parser.add_argument('--ppo_obs_norm', help='ppo_vec_norm', type=bool, default=True) + parser.add_argument('--num-mini-batch', type=int, default=32, help='number of batches for ppo (default: 32)') + parser.add_argument('--clip-param', type=float, default=0.2, help='ppo clip parameter (default: 0.2)') + parser.add_argument('--eps', type=float, default=1e-5, help='RMSprop optimizer epsilon (default: 1e-5)') + parser.add_argument('--alpha', type=float, default=0.99, help='RMSprop optimizer apha (default: 0.99)') + parser.add_argument('--gamma', type=float, default=0.99, help='discount factor for rewards (default: 0.99)') + parser.add_argument('--use-gae', action='store_true', default=True, help='use generalized advantage estimation') + parser.add_argument('--gae-lambda', type=float, default=0.95, help='gae lambda parameter (default: 0.95)') + parser.add_argument('--entropy-coef', type=float, default=0.00, help='entropy term coefficient (default: 0.01)') + parser.add_argument('--value-loss-coef', type=float, default=0.5, help='value loss coefficient (default: 0.5)') + parser.add_argument('--max-grad-norm', type=float, default=0.5, help='max norm of gradients (default: 0.5)') + + # #gail + parser.add_argument('--gail', help='if gail', type=bool, default=True) + # parser.add_argument('--expert_path', help='trajs path', type=str, default='../data/baseline/deterministic.trpo.HalfCheetah.0.00.npz') + parser.add_argument('--expert_path', help='trajs path', type=str, default='../data/ikostirkov/trajs_hopper.h5') + parser.add_argument('--gail-experts-dir',default='./gail_experts', help='directory that contains expert demonstrations for gail') + parser.add_argument('--gail_batch_size', type=int, default=128, help='gail batch size (default: 128)') + parser.add_argument('--gail_thre', help='number of steps to train discriminator in each epoch', type=int, default=10) + parser.add_argument('--gail_pre_epoch', help='number of steps to train discriminator in each epoch', type=int, default=100) + parser.add_argument('--gail_epoch', help='number of steps to train discriminator in each epoch', type=int, default=5) + parser.add_argument('--num_trajs', help='num trajs', type=int, default=4) + parser.add_argument('--subsample_frequency', help='num trajs', type=int, default=20) + parser.add_argument('--adversary_entcoeff', help='entropy coefficiency of discriminator', type=float, default=1e-3) + parser.add_argument('--use-proper-time-limits', action='store_true', default=True, help='compute returns taking into account time limits') + parser.add_argument('--log-interval', type=int, default=1, help='log interval, one log per n updates (default: 10)') + + parser.add_argument('--reward_type', type=int, default=0, help='0,1,2,3,4') + parser.add_argument('--update_rms', type=bool, default=False, help='False or True') + + return parser.parse_args() + +def train(args): + + # from ppo_gail_iko.algo.ppo4multienvs import PPO, ReplayBuffer + from ppo_wdail.algo.ppo import PPO + from ppo_wdail.tools.storage import RolloutStorage + from ppo_wdail.tools.model import Policy + + from ppo_wdail.algo.wdgail import Discriminator, ExpertDataset + from ppo_wdail.algo.mujoco_dset_zm_iko import Mujoco_Dset + + from ppo_wdail.tools.learn import gailLearning_mujoco, Learning_process, Learning_process_record, gailLearning_mujoco_test, gailLearning_mujoco_origin + from ppo_wdail.tools.envs import make_vec_envs + + from ppo_wdail.tools import utli + from ppo_wdail.tools import utils + + from collections import deque + import time + import numpy as np + + + # from nets.network import ActorCritic_mujoco as ActorCritic + cl_args = args + np.random.seed(args.seed) + torch.manual_seed(args.seed) + torch.cuda.manual_seed_all(args.seed) + + # if args.cuda and torch.cuda.is_available() and args.cuda_deterministic: + # torch.backends.cudnn.benchmark = False + # torch.backends.cudnn.deterministic = True + + log_dir = os.path.expanduser(args.log_dir) + eval_log_dir = log_dir + "_eval" + utils.cleanup_log_dir(log_dir) + utils.cleanup_log_dir(eval_log_dir) + + torch.set_num_threads(1) + + device = torch.device('cuda:'+ str(cl_args.cuda) if torch.cuda.is_available() else 'cpu') + # device = torch.device('cpu') + + envs = make_vec_envs(args.env_name, args.seed, args.num_processes, + args.gamma, args.log_dir, device, False) + + # envs_eval = make_vec_envs(args.env_name, args.seed, args.num_processes, + # args.gamma, args.log_dir, device, False) + envs_eval = [] + + # network + actor_critic = Policy( + envs.observation_space.shape, + envs.action_space, + base_kwargs={'recurrent': args.recurrent_policy}) + actor_critic.to(device) + + agent = PPO( + actor_critic, + args.clip_param, + args.ppo_epoch, + args.num_mini_batch, + args.value_loss_coef, + args.entropy_coef, + lr=args.lr, + eps=args.eps, + max_grad_norm=args.max_grad_norm) + + # discriminator + discr = Discriminator(envs.observation_space.shape[0] + envs.action_space.shape[0], 100, device, args.reward_type, args.update_rms) + + file_name = os.path.join( + args.gail_experts_dir, "trajs_{}.pt".format( + args.env_name.split('-')[0].lower())) + + gail_train_loader = torch.utils.data.DataLoader( + ExpertDataset( + file_name, num_trajectories=args.num_trajs, subsample_frequency=args.subsample_frequency), + batch_size=args.gail_batch_size, + shuffle=True, + drop_last=True) + + # The buffer + rollouts = RolloutStorage(args.num_steps, args.num_processes, + envs.observation_space.shape, envs.action_space, + actor_critic.recurrent_hidden_state_size) + + # The buffer for the expert -> refer to dataset/mujoco_dset.py + # expert_path = cl_args.expert_path+cl_args.env_id+".h5" + # expert_buffer = Mujoco_Dset(cl_args.expert_path, traj_limitation=cl_args.num_trajs, subsample_frequency=args.subsample_frequency) + + model = gailLearning_mujoco_origin(cl_args=cl_args, + envs=envs, + envs_eval=envs_eval, + actor_critic=actor_critic, + agent=agent, + discriminator=discr, + rollouts=rollouts, + gail_train_loader=gail_train_loader, + device=device, + utli=utli) + + return 0 + + +def main(args): + + model, env = train(args) + + # if args.play: + # + # obs = env.reset() + # + # state = model.initial_state if hasattr(model, 'initial_state') else None + # dones = np.zeros((1,)) + # + # episode_rew = 0 + # while True: + # if state is not None: + # actions, _, state, _ = model.step(obs,S=state, M=dones) + # else: + # actions, _, _, _ = model.step(obs) + # + # obs, rew, done, _ = env.step(actions) + # episode_rew += rew[0] if isinstance(env, VecEnv) else rew + # env.render() + # done = done.any() if isinstance(done, np.ndarray) else done + # if done: + # print(f'episode_rew={episode_rew}') + # episode_rew = 0 + # obs = env.reset() + # + # env.close() + + return model + +if __name__ == '__main__': + + args = argsparser() + main(args) + diff --git a/WDAIL/ppo_wdail/wdail_reacher.py b/WDAIL/ppo_wdail/wdail_reacher.py new file mode 100644 index 0000000..76a6508 --- /dev/null +++ b/WDAIL/ppo_wdail/wdail_reacher.py @@ -0,0 +1,253 @@ +"""The main framwork for this work. +See README for usage. +""" + +import argparse +import torch + +try: + from mpi4py import MPI +except ImportError: + MPI = None +import os +import sys +sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) + +# set key parameters +def argsparser(): + parser = argparse.ArgumentParser("WDAIL") + parser.add_argument('--env_name', help='environment ID', default='Reacher-v1') + parser.add_argument('--algo', help='algorithm ID', default='WDAIL') + parser.add_argument('--log-dir', default='/tmp/gym/', help='directory to save agent logs (default: /tmp/gym)') + # general + parser.add_argument('--total_steps', help='total steps', type=int, default=10e6) + parser.add_argument('--num_env_steps', help='total steps', type=int, default=10e6) + parser.add_argument('--evaluate_every', help='evaluate every', type=int, default=2e10) + parser.add_argument('--save_condition', help='save_condition', type=int, default=1000) + parser.add_argument('--num_model', help='num_model', type=int, default=10) + parser.add_argument('--use_device', help='use_device', type=bool, default=True) + parser.add_argument('--cuda', help='num_model', type=int, default=0) + parser.add_argument('--seed', help='seed', type=int, default=1) + parser.add_argument('--use_linear_lr_decay', help='use linear lr decay', type=bool, default=True) + parser.add_argument('--recurrent-policy', action='store_true', default=False, help='use a recurrent policy') + + #ppo + parser.add_argument('--num_processes', help='num_processes', type=int, default=1) + parser.add_argument('--num_steps', help='num-steps', type=int, default=2048) + parser.add_argument('--lr', help='learning rate', type=float, default=3e-4) + parser.add_argument('--batch_size', help='batch size', type=int, default=64) + parser.add_argument('--ppo_epoch', help='ppo epoch num', type=int, default=10) + parser.add_argument('--hidden_size', help='hidden size', type=int, default=64) + parser.add_argument('--ppo_entcoeff', help='entropy coefficiency of policy', type=float, default=1e-3) #default=1e-3 + parser.add_argument('--ppo_obs_norm', help='ppo_vec_norm', type=bool, default=True) + parser.add_argument('--num-mini-batch', type=int, default=32, help='number of batches for ppo (default: 32)') + parser.add_argument('--clip-param', type=float, default=0.2, help='ppo clip parameter (default: 0.2)') + parser.add_argument('--eps', type=float, default=1e-5, help='RMSprop optimizer epsilon (default: 1e-5)') + parser.add_argument('--alpha', type=float, default=0.99, help='RMSprop optimizer apha (default: 0.99)') + parser.add_argument('--gamma', type=float, default=0.99, help='discount factor for rewards (default: 0.99)') + parser.add_argument('--use-gae', action='store_true', default=True, help='use generalized advantage estimation') + parser.add_argument('--gae-lambda', type=float, default=0.95, help='gae lambda parameter (default: 0.95)') + parser.add_argument('--entropy-coef', type=float, default=0.00, help='entropy term coefficient (default: 0.01)') + parser.add_argument('--value-loss-coef', type=float, default=0.5, help='value loss coefficient (default: 0.5)') + parser.add_argument('--max-grad-norm', type=float, default=0.5, help='max norm of gradients (default: 0.5)') + + # #gail + parser.add_argument('--gail', help='if gail', type=bool, default=True) + # parser.add_argument('--expert_path', help='trajs path', type=str, default='../data/baseline/deterministic.trpo.HalfCheetah.0.00.npz') + parser.add_argument('--expert_path', help='trajs path', type=str, default='../data/ikostirkov/trajs_reacher.h5') + parser.add_argument('--gail-experts-dir',default='./gail_experts', help='directory that contains expert demonstrations for gail') + parser.add_argument('--gail_batch_size', type=int, default=32, help='gail batch size (default: 128)') + parser.add_argument('--gail_thre', help='number of steps to train discriminator in each epoch', type=int, default=10) + parser.add_argument('--gail_pre_epoch', help='number of steps to train discriminator in each epoch', type=int, default=100) + parser.add_argument('--gail_epoch', help='number of steps to train discriminator in each epoch', type=int, default=5) + parser.add_argument('--num_trajs', help='num trajs', type=int, default=1) + parser.add_argument('--subsample_frequency', help='num trajs', type=int, default=1) + parser.add_argument('--adversary_entcoeff', help='entropy coefficiency of discriminator', type=float, default=1e-3) + parser.add_argument('--use-proper-time-limits', action='store_true', default=True, help='compute returns taking into account time limits') + parser.add_argument('--log-interval', type=int, default=1, help='log interval, one log per n updates (default: 10)') + + parser.add_argument('--reward_type', type=int, default=0, help='0,1,2,3,4') + parser.add_argument('--update_rms', type=bool, default=False, help='False or True') + + return parser.parse_args() + +def train(args): + + # from ppo_gail_iko.algo.ppo4multienvs import PPO, ReplayBuffer + from ppo_wdail.algo.ppo import PPO + from ppo_wdail.tools.storage import RolloutStorage + from ppo_wdail.tools.model import Policy + + from ppo_wdail.algo.wdgail import Discriminator, ExpertDataset + from ppo_wdail.algo.mujoco_dset_zm_iko import Mujoco_Dset + + from ppo_wdail.tools.learn import gailLearning_mujoco, Learning_process, Learning_process_record, gailLearning_mujoco_test, gailLearning_mujoco_origin + from ppo_wdail.tools.envs import make_vec_envs + + from ppo_wdail.tools import utli + from ppo_wdail.tools import utils + + from collections import deque + import time + import numpy as np + + + # from nets.network import ActorCritic_mujoco as ActorCritic + cl_args = args + np.random.seed(args.seed) + torch.manual_seed(args.seed) + torch.cuda.manual_seed_all(args.seed) + + # if args.cuda and torch.cuda.is_available() and args.cuda_deterministic: + # torch.backends.cudnn.benchmark = False + # torch.backends.cudnn.deterministic = True + + log_dir = os.path.expanduser(args.log_dir) + eval_log_dir = log_dir + "_eval" + utils.cleanup_log_dir(log_dir) + utils.cleanup_log_dir(eval_log_dir) + + torch.set_num_threads(1) + + device = torch.device('cuda:'+ str(cl_args.cuda) if torch.cuda.is_available() else 'cpu') + # device = torch.device('cpu') + + envs = make_vec_envs(args.env_name, args.seed, args.num_processes, + args.gamma, args.log_dir, device, False) + + # envs_eval = make_vec_envs(args.env_name, args.seed, args.num_processes, + # args.gamma, args.log_dir, device, False) + envs_eval = [] + + # network + actor_critic = Policy( + envs.observation_space.shape, + envs.action_space, + base_kwargs={'recurrent': args.recurrent_policy}) + actor_critic.to(device) + + agent = PPO( + actor_critic, + args.clip_param, + args.ppo_epoch, + args.num_mini_batch, + args.value_loss_coef, + args.entropy_coef, + lr=args.lr, + eps=args.eps, + max_grad_norm=args.max_grad_norm) + + # discriminator + discr = Discriminator(envs.observation_space.shape[0] + envs.action_space.shape[0], 100, device, args.reward_type, args.update_rms) + + file_name = os.path.join( + args.gail_experts_dir, "trajs_{}.pt".format( + args.env_name.split('-')[0].lower())) + + gail_train_loader = torch.utils.data.DataLoader( + ExpertDataset( + file_name, num_trajectories=args.num_trajs, subsample_frequency=args.subsample_frequency), + batch_size=args.gail_batch_size, + shuffle=True, + drop_last=True) + + # The buffer + rollouts = RolloutStorage(args.num_steps, args.num_processes, + envs.observation_space.shape, envs.action_space, + actor_critic.recurrent_hidden_state_size) + + # The buffer for the expert -> refer to dataset/mujoco_dset.py + # expert_path = cl_args.expert_path+cl_args.env_id+".h5" + expert_buffer = Mujoco_Dset(cl_args.expert_path, traj_limitation=cl_args.num_trajs, subsample_frequency=args.subsample_frequency) + + # model = gailLearning_mujoco_test(cl_args=cl_args, + # envs=envs, + # envs_eval=envs_eval, + # actor_critic=actor_critic, + # agent=agent, + # discriminator=discr, + # rollouts=rollouts, + # expert_buffer=expert_buffer, + # device=device, + # utli=utli) + + model = gailLearning_mujoco_origin(cl_args=cl_args, + envs=envs, + envs_eval=envs_eval, + actor_critic=actor_critic, + agent=agent, + discriminator=discr, + rollouts=rollouts, + gail_train_loader=gail_train_loader, + device=device, + utli=utli) + + # model = gailLearning_mujoco(cl_args=cl_args, + # envs=envs, + # envs_eval=envs_eval, + # actor_critic=actor_critic, + # agent=agent, + # discriminator=discr, + # rollouts=rollouts, + # gail_train_loader=gail_train_loader, + # device=device, + # utli=utli) + + # sign = Learning_process_record(args=args, + # envs=envs, + # rollouts=rollouts, + # actor_critic=actor_critic, + # agent=agent, + # discr=discr, + # gail_train_loader=gail_train_loader, + # device=device) + + # sign = Learning_process(args=args, + # envs=envs, + # rollouts=rollouts, + # actor_critic=actor_critic, + # agent=agent, + # discr=discr, + # gail_train_loader=gail_train_loader, + # device=device) + + + return 0 + + +def main(args): + + model, env = train(args) + + # if args.play: + # + # obs = env.reset() + # + # state = model.initial_state if hasattr(model, 'initial_state') else None + # dones = np.zeros((1,)) + # + # episode_rew = 0 + # while True: + # if state is not None: + # actions, _, state, _ = model.step(obs,S=state, M=dones) + # else: + # actions, _, _, _ = model.step(obs) + # + # obs, rew, done, _ = env.step(actions) + # episode_rew += rew[0] if isinstance(env, VecEnv) else rew + # env.render() + # done = done.any() if isinstance(done, np.ndarray) else done + # if done: + # print(f'episode_rew={episode_rew}') + # episode_rew = 0 + # obs = env.reset() + # + # env.close() + + return model + +if __name__ == '__main__': + + args = argsparser() + main(args) + diff --git a/WDAIL/ppo_wdail/wdail_walker.py b/WDAIL/ppo_wdail/wdail_walker.py new file mode 100644 index 0000000..daebe66 --- /dev/null +++ b/WDAIL/ppo_wdail/wdail_walker.py @@ -0,0 +1,213 @@ +"""The main framwork for this work. +See README for usage. +""" + +import argparse +import torch + +try: + from mpi4py import MPI +except ImportError: + MPI = None +import os +import sys +sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) + +# set key parameters +def argsparser(): + parser = argparse.ArgumentParser("WDAIL") + parser.add_argument('--env_name', help='environment ID', default='Walker2d-v2') + parser.add_argument('--algo', help='algorithm ID', default='WDAIL') + parser.add_argument('--log-dir', default='/tmp/gym/', help='directory to save agent logs (default: /tmp/gym)') + # general + parser.add_argument('--total_steps', help='total steps', type=int, default=10e6) + parser.add_argument('--num_env_steps', help='total steps', type=int, default=10e6) + parser.add_argument('--evaluate_every', help='evaluate every', type=int, default=2e10) + parser.add_argument('--save_condition', help='save_condition', type=int, default=1000) + parser.add_argument('--num_model', help='num_model', type=int, default=10) + parser.add_argument('--use_device', help='use_device', type=bool, default=True) + parser.add_argument('--cuda', help='num_model', type=int, default=0) + parser.add_argument('--seed', help='seed', type=int, default=1) + parser.add_argument('--use_linear_lr_decay', help='use linear lr decay', type=bool, default=True) + parser.add_argument('--recurrent-policy', action='store_true', default=False, help='use a recurrent policy') + + #ppo + parser.add_argument('--num_processes', help='num_processes', type=int, default=1) + parser.add_argument('--nsteps', help='nsteps', type=int, default=2048) + parser.add_argument('--lr', help='learning rate', type=float, default=3e-4) + parser.add_argument('--batch_size', help='batch size', type=int, default=64) + parser.add_argument('--ppo_epoch', help='ppo epoch num', type=int, default=10) + parser.add_argument('--hidden_size', help='hidden size', type=int, default=64) + parser.add_argument('--ppo_entcoeff', help='entropy coefficiency of policy', type=float, default=1e-3) #default=1e-3 + parser.add_argument('--ppo_obs_norm', help='ppo_vec_norm', type=bool, default=True) + parser.add_argument('--num-mini-batch', type=int, default=32, help='number of batches for ppo (default: 32)') + parser.add_argument('--clip-param', type=float, default=0.2, help='ppo clip parameter (default: 0.2)') + parser.add_argument('--eps', type=float, default=1e-5, help='RMSprop optimizer epsilon (default: 1e-5)') + parser.add_argument('--alpha', type=float, default=0.99, help='RMSprop optimizer apha (default: 0.99)') + parser.add_argument('--gamma', type=float, default=0.99, help='discount factor for rewards (default: 0.99)') + parser.add_argument('--use-gae', action='store_true', default=True, help='use generalized advantage estimation') + parser.add_argument('--gae-lambda', type=float, default=0.95, help='gae lambda parameter (default: 0.95)') + parser.add_argument('--entropy-coef', type=float, default=0.00, help='entropy term coefficient (default: 0.01)') + parser.add_argument('--value-loss-coef', type=float, default=0.5, help='value loss coefficient (default: 0.5)') + parser.add_argument('--max-grad-norm', type=float, default=0.5, help='max norm of gradients (default: 0.5)') + + # #gail + parser.add_argument('--gail', help='if gail', type=bool, default=True) + # parser.add_argument('--expert_path', help='trajs path', type=str, default='../data/baseline/deterministic.trpo.HalfCheetah.0.00.npz') + parser.add_argument('--expert_path', help='trajs path', type=str, default='../data/ikostirkov/trajs_walker.h5') + parser.add_argument('--gail-experts-dir', default='./gail_experts', help='directory that contains expert demonstrations for gail') + parser.add_argument('--gail_batch_size', type=int, default=128, help='gail batch size (default: 128)') + parser.add_argument('--gail_thre', help='number of steps to train discriminator in each epoch', type=int, default=10) + parser.add_argument('--gail_pre_epoch', help='number of steps to train discriminator in each epoch', type=int, default=100) + parser.add_argument('--gail_epoch', help='number of steps to train discriminator in each epoch', type=int, default=5) + parser.add_argument('--num_trajs', help='num trajs', type=int, default=4) + parser.add_argument('--subsample_frequency', help='num trajs', type=int, default=1) + parser.add_argument('--adversary_entcoeff', help='entropy coefficiency of discriminator', type=float, default=1e-3) + parser.add_argument('--use-proper-time-limits', action='store_true', default=True, help='compute returns taking into account time limits') + parser.add_argument('--log-interval', type=int, default=1, help='log interval, one log per n updates (default: 10)') + + parser.add_argument('--reward_type', type=int, default=0, help='0,1,2,3,4') + parser.add_argument('--update_rms', type=bool, default=False, help='False or True') + + return parser.parse_args() + +def train(args): + + # from ppo_gail_iko.algo.ppo4multienvs import PPO, ReplayBuffer + from ppo_wdail.algo.ppo import PPO + from ppo_wdail.tools.storage import RolloutStorage + from ppo_wdail.tools.model import Policy + + from ppo_wdail.algo.wdgail import Discriminator, ExpertDataset + from ppo_wdail.algo.mujoco_dset_zm_iko import Mujoco_Dset + + from ppo_wdail.tools.learn import gailLearning_mujoco, Learning_process, Learning_process_record, gailLearning_mujoco_test, gailLearning_mujoco_origin + from ppo_wdail.tools.envs import make_vec_envs + + from ppo_wdail.tools import utli + from ppo_wdail.tools import utils + + from collections import deque + import time + import numpy as np + + + # from nets.network import ActorCritic_mujoco as ActorCritic + cl_args = args + np.random.seed(args.seed) + torch.manual_seed(args.seed) + torch.cuda.manual_seed_all(args.seed) + + # if args.cuda and torch.cuda.is_available() and args.cuda_deterministic: + # torch.backends.cudnn.benchmark = False + # torch.backends.cudnn.deterministic = True + + log_dir = os.path.expanduser(args.log_dir) + eval_log_dir = log_dir + "_eval" + utils.cleanup_log_dir(log_dir) + utils.cleanup_log_dir(eval_log_dir) + + torch.set_num_threads(1) + + device = torch.device('cuda:'+ str(cl_args.cuda) if torch.cuda.is_available() else 'cpu') + # device = torch.device('cpu') + + envs = make_vec_envs(args.env_name, args.seed, args.num_processes, + args.gamma, args.log_dir, device, False) + + # envs_eval = make_vec_envs(args.env_name, args.seed, args.num_processes, + # args.gamma, args.log_dir, device, False) + envs_eval = [] + + # network + actor_critic = Policy( + envs.observation_space.shape, + envs.action_space, + base_kwargs={'recurrent': args.recurrent_policy}) + actor_critic.to(device) + + agent = PPO( + actor_critic, + args.clip_param, + args.ppo_epoch, + args.num_mini_batch, + args.value_loss_coef, + args.entropy_coef, + lr=args.lr, + eps=args.eps, + max_grad_norm=args.max_grad_norm) + + # discriminator + # discr = Discriminator(envs.observation_space.shape[0] + envs.action_space.shape[0], 100, device) + discr = Discriminator(envs.observation_space.shape[0] + envs.action_space.shape[0], 100, device, args.reward_type, args.update_rms) + + file_name = os.path.join( + args.gail_experts_dir, "trajs_{}.pt".format( + args.env_name.split('-')[0].lower())) + + gail_train_loader = torch.utils.data.DataLoader( + ExpertDataset( + file_name, num_trajectories=args.num_trajs, subsample_frequency=args.subsample_frequency), + batch_size=args.gail_batch_size, + shuffle=True, + drop_last=True) + + # The buffer + rollouts = RolloutStorage(args.nsteps, args.num_processes, + envs.observation_space.shape, envs.action_space, + actor_critic.recurrent_hidden_state_size) + + # The buffer for the expert -> refer to dataset/mujoco_dset.py + # expert_path = cl_args.expert_path+cl_args.env_id+".h5" + # expert_buffer = Mujoco_Dset(cl_args.expert_path, traj_limitation=cl_args.num_trajs, subsample_frequency=args.subsample_frequency) + + model = gailLearning_mujoco_origin(cl_args=cl_args, + envs=envs, + envs_eval=envs_eval, + actor_critic=actor_critic, + agent=agent, + discriminator=discr, + rollouts=rollouts, + gail_train_loader=gail_train_loader, + device=device, + utli=utli) + + return 0 + + +def main(args): + + model, env = train(args) + + # if args.play: + # + # obs = env.reset() + # + # state = model.initial_state if hasattr(model, 'initial_state') else None + # dones = np.zeros((1,)) + # + # episode_rew = 0 + # while True: + # if state is not None: + # actions, _, state, _ = model.step(obs,S=state, M=dones) + # else: + # actions, _, _, _ = model.step(obs) + # + # obs, rew, done, _ = env.step(actions) + # episode_rew += rew[0] if isinstance(env, VecEnv) else rew + # env.render() + # done = done.any() if isinstance(done, np.ndarray) else done + # if done: + # print(f'episode_rew={episode_rew}') + # episode_rew = 0 + # obs = 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return inputs, labels + + +class Mujoco_Dset(object): + def __init__(self, expert_path, train_fraction=0.7, traj_limitation=-1, subsample_frequency=20, randomize=True): + traj_data = np.load(expert_path, allow_pickle=True) + + rets_= traj_data['ep_rets'] + index = np.argsort(rets_) + + # aa = len(traj_data['obs']) + if traj_limitation < 0: + traj_limitation = len(traj_data['obs']) + # obs = traj_data['obs'][:traj_limitation] + # acs = traj_data['acs'][:traj_limitation] + + sel_idx = index[::-1][:traj_limitation] + obs = traj_data['obs'][sel_idx] + acs = traj_data['acs'][sel_idx] + + obs, acs = self.subsample(obs, acs, subsample_frequency) + + def flatten(x): + # x.shape = (E,), or (E, L, D) + _, size = x[0].shape + episode_length = [len(i) for i in x] + y = np.zeros((sum(episode_length), size)) + start_idx = 0 + for l, x_i in zip(episode_length, x): + y[start_idx:(start_idx+l)] = x_i + start_idx += l + return y + self.obs = np.array(flatten(obs)) + self.acs = np.array(flatten(acs)) + # self.rets = traj_data['ep_rets'][:traj_limitation] + self.rets = traj_data['ep_rets'][sel_idx] + + self.avg_ret = sum(self.rets)/len(self.rets) + self.std_ret = np.std(np.array(self.rets)) + if len(self.acs) > 2: + self.acs = np.squeeze(self.acs) + assert len(self.obs) == len(self.acs) + self.num_traj = min(traj_limitation, len(traj_data['obs'])) + self.num_transition = len(self.obs) + self.randomize = randomize + self.dset = Dset(self.obs, self.acs, self.randomize) + # for behavior cloning + self.train_set = Dset(self.obs[:int(self.num_transition*train_fraction), :], + self.acs[:int(self.num_transition*train_fraction), :], + self.randomize) + self.val_set = Dset(self.obs[int(self.num_transition*train_fraction):, :], + self.acs[int(self.num_transition*train_fraction):, :], + self.randomize) + self.log_info() + + def subsample(self, obs, acts, subsample_frequency=20): + + num_trajectories = len(obs) + start_idx = np.random.randint(0, subsample_frequency, num_trajectories) + t_obs = [] + t_acts = [] + + for i in range(num_trajectories): + obs_i = obs[i] + acts_i = acts[i] + + t_obs.append(obs_i[start_idx[i]::subsample_frequency]) + t_acts.append(acts_i[start_idx[i]::subsample_frequency]) + + # t_obs.append(obs[i, start_idx[i]::subsample_frequency]) + # t_acts.append(acts[i, start_idx[i]::subsample_frequency]) + + t_obs = np.array(t_obs) + t_acts = np.array(t_acts) + + + return t_obs, t_acts + + + def log_info(self): + logger.log("Total trajectorues: %d" % self.num_traj) + logger.log("Total transitions: %d" % self.num_transition) + logger.log("Average returns: %f" % self.avg_ret) + logger.log("Std for returns: %f" % self.std_ret) + + def get_next_batch(self, batch_size, split=None): + if split is None: + return self.dset.get_next_batch(batch_size) + elif split == 'train': + return self.train_set.get_next_batch(batch_size) + elif split == 'val': + return self.val_set.get_next_batch(batch_size) + else: + raise NotImplementedError + + + def plot(self): + import matplotlib.pyplot as plt + plt.hist(self.rets) + plt.savefig("histogram_rets.png") + plt.close() + + +def test(expert_path, traj_limitation, plot): + dset = Mujoco_Dset(expert_path, traj_limitation=traj_limitation) + if plot: + dset.plot() + +if __name__ == '__main__': + import argparse + parser = argparse.ArgumentParser() + parser.add_argument("--expert_path", type=str, default="../data/deterministic.trpo.Hopper.0.00.npz") + parser.add_argument("--traj_limitation", type=int, default=None) + parser.add_argument("--plot", type=bool, default=False) + args = parser.parse_args() + test(args.expert_path, args.traj_limitation, args.plot) diff --git a/WDAIL/ppo_wdail_BL/algo/mujoco_dset_zm_iko.py b/WDAIL/ppo_wdail_BL/algo/mujoco_dset_zm_iko.py new file mode 100644 index 0000000..7faf606 --- /dev/null +++ b/WDAIL/ppo_wdail_BL/algo/mujoco_dset_zm_iko.py @@ -0,0 +1,196 @@ +""" +We modified the mujoco_dset.py file from openAI/baselines/gail/dataset and used the load_dataset() function +from openAI/imitation/scripts/imitate_mj.py +""" + +import h5py +import numpy as np + + +def load_dataset(filename, limit_trajs, data_subsamp_freq=1): + # Load expert data + with h5py.File(filename, 'r') as f: + # Read data as written by vis_mj.py + full_dset_size = f['obs_B_T_Do'].shape[0] # full dataset size + dset_size = min(full_dset_size, limit_trajs) if limit_trajs is not None else full_dset_size + + exobs_B_T_Do = f['obs_B_T_Do'][:dset_size, ...][...] + exa_B_T_Da = f['a_B_T_Da'][:dset_size, ...][...] + exr_B_T = f['r_B_T'][:dset_size, ...][...] + exlen_B = f['len_B'][:dset_size, ...][...] + + return exobs_B_T_Do, exa_B_T_Da, exr_B_T + +def load_dataset_random(filename, limit_trajs): + # Load expert data + with h5py.File(filename, 'r') as f: + # Read data as written by vis_mj.py + full_dset_size = f['obs_B_T_Do'].shape[0] # full dataset size + dset_size = min(full_dset_size, limit_trajs) if limit_trajs is not None else full_dset_size + + index = np.random.choice(full_dset_size,limit_trajs) + index = np.sort(index) + + exobs_B_T_Do = f['obs_B_T_Do'][index, ...][...] + exa_B_T_Da = f['a_B_T_Da'][index, ...][...] + exr_B_T = f['r_B_T'][index, ...][...] + exlen_B = f['len_B'][index, ...][...] + + # exobs_B_T_Do = f['obs_B_T_Do'][:dset_size, ...][...] + # exa_B_T_Da = f['a_B_T_Da'][:dset_size, ...][...] + # exr_B_T = f['r_B_T'][:dset_size, ...][...] + # exlen_B = f['len_B'][:dset_size, ...][...] + + return exobs_B_T_Do, exa_B_T_Da, exr_B_T + +class Dset__(object): + def __init__(self, obs, acs, num_traj, absorbing_state, absorbing_action): + self.obs = obs + self.acs = acs + self.num_traj = num_traj + assert len(self.obs) == len(self.acs) + assert self.num_traj > 0 + self.steps_per_traj = int(len(self.obs) / num_traj) + + self.absorbing_state = absorbing_state + self.absorbing_action = absorbing_action + + def get_next_batch(self, batch_size): + assert batch_size <= len(self.obs) + num_samples_per_traj = int(batch_size / self.num_traj) + assert num_samples_per_traj * self.num_traj == batch_size + N = self.steps_per_traj / num_samples_per_traj # This is the importance weight for + j = num_samples_per_traj + num_samples_per_traj = num_samples_per_traj - 1 # make room for absorbing + + obs = None + acs = None + weights = [1 for i in range(batch_size)] + while j <= batch_size: + weights[j - 1] = 1.0 / N + j = j + num_samples_per_traj + 1 + + for i in range(self.num_traj): + indicies = np.sort( + np.random.choice(range(self.steps_per_traj * i, self.steps_per_traj * (i + 1)), num_samples_per_traj, + replace=False)) + + if obs is None: + obs = np.concatenate((self.obs[indicies, :], self.absorbing_state), axis=0) + else: + obs = np.concatenate((obs, self.obs[indicies, :], self.absorbing_state), axis=0) + + if acs is None: + acs = np.concatenate((self.acs[indicies, :], self.absorbing_action), axis=0) + else: + acs = np.concatenate((acs, self.acs[indicies, :], self.absorbing_action), axis=0) + + return obs, acs, weights + + +# This takes in 1 trajectory's observations and actions +# and adds absorbing state 0-vector with same dimension as observation_space +# and add absorbing action 0-vector with same dimension as action_space +# def WrapAbsorbingState(env, obs, acs): +# obs_space = env.observation_space +# acs_space = env.action_space +# +# # Use zero matrix as generic absorbing state +# absorbing_state = np.zeros((1,obs_space.shape[0]),dtype=np.float32) +# zero_action = np.zeros_like(acs_space.sample(),dtype=np.float32).reshape(1, acs_space.shape[0]) +# +# # At terminal state obs[-1], under action acs[-1] we go to absorbing state. +# new_obs = np.concatenate((obs, absorbing_state)) +# new_acs = np.concatenate((acs, random_action)) +# +# return new_obs, new_acs + +class Dset(object): + def __init__(self, inputs, labels, randomize): + self.inputs = inputs + self.labels = labels + assert len(self.inputs) == len(self.labels) + self.randomize = randomize + self.num_pairs = len(inputs) + self.init_pointer() + + def init_pointer(self): + self.pointer = 0 + if self.randomize: + idx = np.arange(self.num_pairs) + np.random.shuffle(idx) + self.inputs = self.inputs[idx, :] + self.labels = self.labels[idx, :] + + def get_next_batch(self, batch_size): + # if batch_size is negative -> return all + if batch_size < 0: + return self.inputs, self.labels + if self.pointer + batch_size >= self.num_pairs: + self.init_pointer() + end = self.pointer + batch_size + inputs = self.inputs[self.pointer:end, :] + labels = self.labels[self.pointer:end, :] + self.pointer = end + return inputs, labels + + +class Mujoco_Dset(object): + def __init__(self, expert_path, traj_limitation=-1, subsample_frequency=20, randomize=True, initrandom=True): + + if initrandom: + obs, acs, rets = load_dataset_random(expert_path, traj_limitation) + else: + obs, acs, rets = load_dataset(expert_path, traj_limitation) + + obs, acs = self.subsample(obs, acs, subsample_frequency=subsample_frequency) + + # obs, acs: shape (N, L, ) + S where N = # episodes, L = episode length + # and S is the environment observation/action space. + # Flatten to (N * L, prod(S)) + self.obs = np.reshape(obs, [-1, np.prod(obs.shape[2:])]) + self.acs = np.reshape(acs, [-1, np.prod(acs.shape[2:])]) + + self.rets = rets.sum(axis=1) + self.avg_ret = sum(self.rets) / len(self.rets) + self.std_ret = np.std(np.array(self.rets)) + if len(self.acs) > 2: + self.acs = np.squeeze(self.acs) + assert len(self.obs) == len(self.acs) + self.num_traj = len(rets) + self.num_transition = len(self.obs) + + self.dset = Dset(self.obs, self.acs, randomize=randomize) + self.log_info() + + def log_info(self): + print("Total trajs: %d" % self.num_traj) + print("Total transitions: %d" % self.num_transition) + print("Average returns: %f" % self.avg_ret) + print("Std for returns: %f" % self.std_ret) + + def get_next_batch(self, batch_size): + return self.dset.get_next_batch(batch_size) + + def subsample(self, obs, acts, subsample_frequency=20): + + num_trajectories = len(obs) + start_idx = np.random.randint(0, subsample_frequency, num_trajectories) + t_obs = [] + t_acts = [] + + for i in range(num_trajectories): + obs_i = obs[i] + acts_i = acts[i] + + t_obs.append(obs_i[start_idx[i]::subsample_frequency]) + t_acts.append(acts_i[start_idx[i]::subsample_frequency]) + + # t_obs.append(obs[i, start_idx[i]::subsample_frequency]) + # t_acts.append(acts[i, start_idx[i]::subsample_frequency]) + + t_obs = np.array(t_obs) + t_acts = np.array(t_acts) + + + return t_obs, t_acts diff --git a/WDAIL/ppo_wdail_BL/algo/ppo.py b/WDAIL/ppo_wdail_BL/algo/ppo.py new file mode 100644 index 0000000..830174a --- /dev/null +++ b/WDAIL/ppo_wdail_BL/algo/ppo.py @@ -0,0 +1,97 @@ +import torch +import torch.nn as nn +import torch.nn.functional as F +import torch.optim as optim + + +class PPO(): + def __init__(self, + actor_critic, + clip_param, + ppo_epoch, + num_mini_batch, + value_loss_coef, + entropy_coef, + lr=None, + eps=None, + max_grad_norm=None, + use_clipped_value_loss=True): + + self.actor_critic = actor_critic + + self.clip_param = clip_param + self.ppo_epoch = ppo_epoch + self.num_mini_batch = num_mini_batch + + self.value_loss_coef = value_loss_coef + self.entropy_coef = entropy_coef + + self.max_grad_norm = max_grad_norm + self.use_clipped_value_loss = use_clipped_value_loss + + self.optimizer = optim.Adam(actor_critic.parameters(), lr=lr, eps=eps) + + def update(self, rollouts): + advantages = rollouts.returns[:-1] - rollouts.value_preds[:-1] + advantages = (advantages - advantages.mean()) / ( + advantages.std() + 1e-5) + + value_loss_epoch = 0 + action_loss_epoch = 0 + dist_entropy_epoch = 0 + + for e in range(self.ppo_epoch): + if self.actor_critic.is_recurrent: + data_generator = rollouts.recurrent_generator( + advantages, self.num_mini_batch) + else: + data_generator = rollouts.feed_forward_generator( + advantages, self.num_mini_batch) + + for sample in data_generator: + obs_batch, recurrent_hidden_states_batch, actions_batch, \ + value_preds_batch, return_batch, masks_batch, old_action_log_probs_batch, \ + adv_targ = sample + + # Reshape to do in a single forward pass for all steps + values, action_log_probs, dist_entropy, _ = self.actor_critic.evaluate_actions( + obs_batch, recurrent_hidden_states_batch, masks_batch, + actions_batch) + + ratio = torch.exp(action_log_probs - + old_action_log_probs_batch) + surr1 = ratio * adv_targ + surr2 = torch.clamp(ratio, 1.0 - self.clip_param, + 1.0 + self.clip_param) * adv_targ + action_loss = -torch.min(surr1, surr2).mean() + + if self.use_clipped_value_loss: + value_pred_clipped = value_preds_batch + \ + (values - value_preds_batch).clamp(-self.clip_param, self.clip_param) + value_losses = (values - return_batch).pow(2) + value_losses_clipped = ( + value_pred_clipped - return_batch).pow(2) + value_loss = 0.5 * torch.max(value_losses, + value_losses_clipped).mean() + else: + value_loss = 0.5 * (return_batch - values).pow(2).mean() + + self.optimizer.zero_grad() + (value_loss * self.value_loss_coef + action_loss - + dist_entropy * self.entropy_coef).backward() + nn.utils.clip_grad_norm_(self.actor_critic.parameters(), + self.max_grad_norm) + self.optimizer.step() + + value_loss_epoch += value_loss.item() + action_loss_epoch += action_loss.item() + dist_entropy_epoch += dist_entropy.item() + + num_updates = self.ppo_epoch * self.num_mini_batch + + value_loss_epoch /= num_updates + action_loss_epoch /= num_updates + dist_entropy_epoch /= num_updates + total_loss = value_loss_epoch + action_loss_epoch + dist_entropy_epoch + + return value_loss_epoch, action_loss_epoch, dist_entropy_epoch, total_loss diff --git a/WDAIL/ppo_wdail_BL/algo/wdgail.py b/WDAIL/ppo_wdail_BL/algo/wdgail.py new file mode 100644 index 0000000..e27fefe --- /dev/null +++ b/WDAIL/ppo_wdail_BL/algo/wdgail.py @@ -0,0 +1,472 @@ +import h5py +import numpy as np +import torch +import torch.nn as nn +import torch.nn.functional as F +import torch.utils.data +from torch import autograd + +from baselines.common.running_mean_std import RunningMeanStd + +class Dset(object): + def __init__(self, inputs, labels, randomize): + self.inputs = inputs + self.labels = labels + assert len(self.inputs) == len(self.labels) + self.randomize = randomize + self.num_pairs = len(inputs) + self.init_pointer() + + def init_pointer(self): + self.pointer = 0 + if self.randomize: + idx = np.arange(self.num_pairs) + np.random.shuffle(idx) + self.inputs = self.inputs[idx, :] + self.labels = self.labels[idx, :] + + def get_next_batch(self, batch_size): + # if batch_size is negative -> return all + if batch_size < 0: + return self.inputs, self.labels + if self.pointer + batch_size >= self.num_pairs: + self.init_pointer() + end = self.pointer + batch_size + inputs = self.inputs[self.pointer:end, :] + labels = self.labels[self.pointer:end, :] + self.pointer = end + return inputs, labels + +class Discriminator(nn.Module): + def __init__(self, input_dim, hidden_dim, device, reward_type, update_rms, cliprew_down=-10.0, cliprew_up=10.0): + super(Discriminator, self).__init__() + self.cliprew_down = cliprew_down + self.cliprew_up = cliprew_up + self.device = device + self.reward_type = reward_type + self.update_rms = update_rms + + # self.trunk = nn.Sequential( + # nn.Linear(input_dim, hidden_dim), nn.Tanh(), + # nn.Linear(hidden_dim, hidden_dim), nn.Tanh(), + # nn.Linear(hidden_dim, 1), nn.Tanh()).to(device) + + self.trunk = nn.Sequential( + nn.Linear(input_dim, hidden_dim), nn.Tanh(), + nn.Linear(hidden_dim, hidden_dim), nn.Tanh(), + nn.Linear(hidden_dim, 1)).to(device) + + self.trunk.train() + + self.optimizer = torch.optim.Adam(self.trunk.parameters()) + + self.returns = None + self.ret_rms = RunningMeanStd(shape=()) + + def compute_grad_pen(self, + expert_state, + expert_action, + policy_state, + policy_action, + lambda_=10): + alpha = torch.rand(expert_state.size(0), 1) + expert_data = torch.cat([expert_state, expert_action], dim=1) + policy_data = torch.cat([policy_state, policy_action], dim=1) + + alpha = alpha.expand_as(expert_data).to(expert_data.device) + + mixup_data = alpha * expert_data + (1 - alpha) * policy_data + mixup_data.requires_grad = True + + disc = self.trunk(mixup_data) + ones = torch.ones(disc.size()).to(disc.device) + grad = autograd.grad( + outputs=disc, + inputs=mixup_data, + grad_outputs=ones, + create_graph=True, + retain_graph=True, + only_inputs=True)[0] + + grad_pen = lambda_ * (grad.norm(2, dim=1) - 1).pow(2).mean() + return grad_pen + + def update_zm(self, replay_buf, expert_buf, obsfilt=None, batch_size=128): + self.train() + obs = replay_buf.obs + obs_batch = obs[:-1].view(-1, *obs.size()[2:]) + states = obs_batch.cpu().detach().numpy() + + # states = np.concatenate(states,axis=1) + actions = replay_buf.actions + actions_batch = actions.view(-1,actions.size(-1)) + actions = actions_batch.cpu().detach().numpy() + + policy_buf = Dset(inputs=states[0:len(actions)], labels=actions, randomize=True) + + loss = 0 + g_loss =0.0 + gp =0.0 + n = 0 + + # loss = 0 + + # Sample replay buffer + policy_state, policy_action = policy_buf.get_next_batch(batch_size) + policy_state = torch.FloatTensor(policy_state).to(self.device) + policy_action = torch.FloatTensor(policy_action).to(self.device) + temp=[policy_state, policy_action] + policy_d = self.trunk(torch.cat([policy_state, policy_action], dim=1)) + + # Sample expert buffer + expert_state, expert_action = expert_buf.get_next_batch(batch_size) + expert_state = obsfilt(expert_state, update=False) + expert_state = torch.FloatTensor(expert_state).to(self.device) + expert_action = torch.FloatTensor(expert_action).to(self.device) + expert_d = self.trunk(torch.cat([expert_state, expert_action], dim=1)) + + # expert_loss = F.binary_cross_entropy_with_logits( + # expert_d, + # torch.ones(expert_d.size()).to(self.device)) + # policy_loss = F.binary_cross_entropy_with_logits( + # policy_d, + # torch.zeros(policy_d.size()).to(self.device)) + + # expert_loss = torch.mean(expert_d).to(self.device) + # policy_loss = torch.mean(policy_d).to(self.device) + + expert_loss = torch.mean(torch.tanh(expert_d)).to(self.device) + policy_loss = torch.mean(torch.tanh(policy_d)).to(self.device) + + # gail_loss = expert_loss + policy_loss + wd = expert_loss - policy_loss + grad_pen = self.compute_grad_pen(expert_state, expert_action, + policy_state, policy_action) + + # loss += (gail_loss + grad_pen).item() + loss += (-wd + grad_pen).item() + g_loss += (wd).item() + gp += (grad_pen).item() + n += 1 + + self.optimizer.zero_grad() + # (gail_loss + grad_pen).backward() + (-wd + grad_pen).backward() + self.optimizer.step() + + + return g_loss/n, gp/n, 0.0, loss / n + + def update(self, expert_loader, rollouts, obsfilt=None): + self.train() + + policy_data_generator = rollouts.feed_forward_generator( + None, mini_batch_size=expert_loader.batch_size) + + loss = 0 + g_loss =0.0 + gp =0.0 + n = 0 + for expert_batch, policy_batch in zip(expert_loader, + policy_data_generator): + policy_state, policy_action = policy_batch[0], policy_batch[2] + policy_d = self.trunk( + torch.cat([policy_state, policy_action], dim=1)) + + expert_state, expert_action = expert_batch + expert_state = obsfilt(expert_state.numpy(), update=False) + expert_state = torch.FloatTensor(expert_state).to(self.device) + expert_action = expert_action.to(self.device) + expert_d = self.trunk( + torch.cat([expert_state, expert_action], dim=1)) + + # expert_loss = F.binary_cross_entropy_with_logits( + # expert_d, + # torch.ones(expert_d.size()).to(self.device)) + # policy_loss = F.binary_cross_entropy_with_logits( + # policy_d, + # torch.zeros(policy_d.size()).to(self.device)) + + # expert_loss = torch.mean(expert_d).to(self.device) + # policy_loss = torch.mean(policy_d).to(self.device) + + expert_loss = torch.mean(torch.tanh(expert_d)).to(self.device) + policy_loss = torch.mean(torch.tanh(policy_d)).to(self.device) + + # gail_loss = expert_loss + policy_loss + wd = expert_loss - policy_loss + grad_pen = self.compute_grad_pen(expert_state, expert_action, + policy_state, policy_action) + + # loss += (gail_loss + grad_pen).item() + loss += (-wd + grad_pen).item() + g_loss += (wd).item() + gp += (grad_pen).item() + n += 1 + + self.optimizer.zero_grad() + # (gail_loss + grad_pen).backward() + (-wd + grad_pen).backward() + self.optimizer.step() + + return g_loss/n, gp/n, 0.0, loss / n + + def update_origin(self, expert_loader, rollouts, obsfilt=None): + self.train() + + policy_data_generator = rollouts.feed_forward_generator( + None, mini_batch_size=expert_loader.batch_size) + + loss = 0 + g_loss =0.0 + gp =0.0 + n = 0 + for expert_batch, policy_batch in zip(expert_loader, + policy_data_generator): + policy_state, policy_action = policy_batch[0], policy_batch[2] + policy_d = self.trunk( + torch.cat([policy_state, policy_action], dim=1)) + + expert_state, expert_action = expert_batch + expert_state = obsfilt(expert_state.numpy(), update=False) + expert_state = torch.FloatTensor(expert_state).to(self.device) + expert_action = expert_action.to(self.device) + expert_d = self.trunk( + torch.cat([expert_state, expert_action], dim=1)) + + # expert_loss = F.binary_cross_entropy_with_logits( + # expert_d, + # torch.ones(expert_d.size()).to(self.device)) + # policy_loss = F.binary_cross_entropy_with_logits( + # policy_d, + # torch.zeros(policy_d.size()).to(self.device)) + + expert_loss = torch.mean(expert_d).to(self.device) + policy_loss = torch.mean(policy_d).to(self.device) + + # gail_loss = expert_loss + policy_loss + wd = expert_loss - policy_loss + grad_pen = self.compute_grad_pen(expert_state, expert_action, + policy_state, policy_action) + + # loss += (gail_loss + grad_pen).item() + loss += (-wd + grad_pen).item() + g_loss += (wd).item() + gp += (grad_pen).item() + n += 1 + + self.optimizer.zero_grad() + # (gail_loss + grad_pen).backward() + (-wd + grad_pen).backward() + self.optimizer.step() + + return g_loss/n, gp/n, 0.0, loss / n + + def update_zm_origin(self, replay_buf, expert_buf, obsfilt=None, batch_size=128): + self.train() + obs = replay_buf.obs + obs_batch = obs[:-1].view(-1, *obs.size()[2:]) + states = obs_batch.cpu().detach().numpy() + + # states = np.concatenate(states,axis=1) + actions = replay_buf.actions + actions_batch = actions.view(-1,actions.size(-1)) + actions = actions_batch.cpu().detach().numpy() + + policy_buf = Dset(inputs=states[0:len(actions)], labels=actions, randomize=True) + + # loss = 0 + + # Sample replay buffer + policy_state, policy_action = policy_buf.get_next_batch(batch_size) + policy_state = torch.FloatTensor(policy_state).to(self.device) + policy_action = torch.FloatTensor(policy_action).to(self.device) + temp=[policy_state, policy_action] + policy_d = self.trunk(torch.cat([policy_state, policy_action], dim=1)) + + # Sample expert buffer + expert_state, expert_action = expert_buf.get_next_batch(batch_size) + expert_state = obsfilt(expert_state, update=False) + expert_state = torch.FloatTensor(expert_state).to(self.device) + expert_action = torch.FloatTensor(expert_action).to(self.device) + expert_d = self.trunk(torch.cat([expert_state, expert_action], dim=1)) + + expert_loss = F.binary_cross_entropy_with_logits( + expert_d, + torch.ones(expert_d.size()).to(self.device)) + policy_loss = F.binary_cross_entropy_with_logits( + policy_d, + torch.zeros(policy_d.size()).to(self.device)) + + gail_loss = expert_loss + policy_loss + grad_pen = self.compute_grad_pen(expert_state, expert_action, + policy_state, policy_action) + # print("gail_loss = %s, gp=%s" % (gail_loss.item(), grad_pen.item())) + + loss = (gail_loss + grad_pen).item() + # loss = (gail_loss).item() + + self.optimizer.zero_grad() + (gail_loss + grad_pen).backward() + # (gail_loss).backward() + self.optimizer.step() + + return gail_loss.item(), grad_pen.item(), 0.0, loss + + def predict_reward(self, state, action, gamma, masks, update_rms=True): + with torch.no_grad(): + self.eval() + d = self.trunk(torch.cat([state, action], dim=1)) + if self.reward_type == 0: + s = torch.exp(d) + reward = s + elif self.reward_type == 1: + s = torch.sigmoid(d) + reward = - (1 - s).log() + elif self.reward_type == 2: + s = torch.sigmoid(d) + reward = s + elif self.reward_type == 3: + s = torch.sigmoid(d) + reward = s.exp() + elif self.reward_type == 4: + reward = d + + # s = torch.exp(d) + # # reward = s.log() - (1 - s).log() + # s = torch.sigmoid(d) + # reward = s + # # reward = d + if self.returns is None: + self.returns = reward.clone() + + if self.update_rms: + self.returns = self.returns * masks * gamma + reward + self.ret_rms.update(self.returns.cpu().numpy()) + return reward / np.sqrt(self.ret_rms.var[0] + 1e-8) + else: + return reward + + + # ttt = torch.clamp(reward / np.sqrt(self.ret_rms.var[0] + 1e-8), self.cliprew_down, self.cliprew_up) + # return torch.clamp(reward / np.sqrt(self.ret_rms.var[0] + 1e-8), self.cliprew_down, self.cliprew_up) + # return reward / np.sqrt(self.ret_rms.var[0] + 1e-8) + # return torch.clamp(reward,self.cliprew_down, self.cliprew_up) + # return reward + + def predict_reward_exp(self, state, action, gamma, masks, update_rms=True): + with torch.no_grad(): + self.eval() + d = self.trunk(torch.cat([state, action], dim=1)) + s = torch.exp(d) + # s = torch.sigmoid(d) + # reward = s.log() - (1 - s).log() + reward = s + # reward = d + if self.returns is None: + self.returns = reward.clone() + + if update_rms: + self.returns = self.returns * masks * gamma + reward + self.ret_rms.update(self.returns.cpu().numpy()) + # ttt = torch.clamp(reward / np.sqrt(self.ret_rms.var[0] + 1e-8), self.cliprew_down, self.cliprew_up) + # return torch.clamp(reward / np.sqrt(self.ret_rms.var[0] + 1e-8), self.cliprew_down, self.cliprew_up) + return reward / np.sqrt(self.ret_rms.var[0] + 1e-8) + # return torch.clamp(reward,self.cliprew_down, self.cliprew_up) + # return reward + + def predict_reward_t1(self, state, action, gamma, masks, update_rms=True): + with torch.no_grad(): + self.eval() + d = self.trunk(torch.cat([state, action], dim=1)) + # s = torch.exp(d) + s = torch.sigmoid(d) + # reward = s.log() - (1 - s).log() + reward = - (1 - s).log() + # reward = d + if self.returns is None: + self.returns = reward.clone() + + if update_rms: + self.returns = self.returns * masks * gamma + reward + self.ret_rms.update(self.returns.cpu().numpy()) + # ttt = torch.clamp(reward / np.sqrt(self.ret_rms.var[0] + 1e-8), self.cliprew_down, self.cliprew_up) + # return torch.clamp(reward / np.sqrt(self.ret_rms.var[0] + 1e-8), self.cliprew_down, self.cliprew_up) + # return reward / np.sqrt(self.ret_rms.var[0] + 1e-8) + # return torch.clamp(reward,self.cliprew_down, self.cliprew_up) + return reward + + def predict_reward_origin(self, state, action, gamma, masks, update_rms=True): + with torch.no_grad(): + self.eval() + d = self.trunk(torch.cat([state, action], dim=1)) + s = torch.exp(d) + # s = torch.sigmoid(d) + # reward = s.log() - (1 - s).log() + # reward = - (1 - s).log() + reward = s + # reward = d + if self.returns is None: + self.returns = reward.clone() + + if update_rms: + self.returns = self.returns * masks * gamma + reward + self.ret_rms.update(self.returns.cpu().numpy()) + # ttt = torch.clamp(reward / np.sqrt(self.ret_rms.var[0] + 1e-8), self.cliprew_down, self.cliprew_up) + # return torch.clamp(reward / np.sqrt(self.ret_rms.var[0] + 1e-8), self.cliprew_down, self.cliprew_up) + # return reward / np.sqrt(self.ret_rms.var[0] + 1e-8) + # return torch.clamp(reward,self.cliprew_down, self.cliprew_up) + return reward + +class ExpertDataset(torch.utils.data.Dataset): + def __init__(self, file_name, num_trajectories=4, subsample_frequency=20): + all_trajectories = torch.load(file_name) + + perm = torch.randperm(all_trajectories['states'].size(0)) + idx = perm[:num_trajectories] + + self.trajectories = {} + + # See https://github.com/pytorch/pytorch/issues/14886 + # .long() for fixing bug in torch v0.4.1 + start_idx = torch.randint(0, subsample_frequency, size=(num_trajectories,)).long() + + for k, v in all_trajectories.items(): + data = v[idx] + + if k != 'lengths': + samples = [] + for i in range(num_trajectories): + samples.append(data[i, start_idx[i]::subsample_frequency]) + self.trajectories[k] = torch.stack(samples) + else: + self.trajectories[k] = data // subsample_frequency + + self.i2traj_idx = {} + self.i2i = {} + + self.length = self.trajectories['lengths'].sum().item() + + traj_idx = 0 + i = 0 + + self.get_idx = [] + + for j in range(self.length): + + while self.trajectories['lengths'][traj_idx].item() <= i: + i -= self.trajectories['lengths'][traj_idx].item() + traj_idx += 1 + + self.get_idx.append((traj_idx, i)) + + i += 1 + + def __len__(self): + return self.length + + def __getitem__(self, j): + traj_idx, i = self.get_idx[j] + + return self.trajectories['states'][traj_idx][i], self.trajectories[ + 'actions'][traj_idx][i] diff --git a/WDAIL/ppo_wdail_BL/gail_experts/README.md b/WDAIL/ppo_wdail_BL/gail_experts/README.md new file mode 100644 index 0000000..b9d7b2d --- /dev/null +++ b/WDAIL/ppo_wdail_BL/gail_experts/README.md @@ -0,0 +1,18 @@ +## Data + +Download from +https://drive.google.com/open?id=1Ipu5k99nwewVDG1yFetUxqtwVlgBg5su + +and store in this folder. + +## Convert to pytorch + +```bash +python convert_to_pytorch.py --h5-file trajs_halfcheetah.h5 +``` + +## Run + +```bash +python main.py --env-name "HalfCheetah-v2" --algo ppo --use-gae --log-interval 1 --num-steps 2048 --num-processes 1 --lr 3e-4 --entropy-coef 0 --value-loss-coef 0.5 --ppo-epoch 10 --num-mini-batch 32 --gamma 0.99 --gae-lambda 0.95 --num-env-steps 10000000 --use-linear-lr-decay --use-proper-time-limits --gail +``` diff --git a/WDAIL/ppo_wdail_BL/gail_experts/convert_to_pytorch.py b/WDAIL/ppo_wdail_BL/gail_experts/convert_to_pytorch.py new file mode 100644 index 0000000..e4b7bf6 --- /dev/null +++ b/WDAIL/ppo_wdail_BL/gail_experts/convert_to_pytorch.py @@ -0,0 +1,57 @@ +import argparse +import os +import sys + +import h5py +import numpy as np +import torch + + +def main(): + parser = argparse.ArgumentParser( + 'Converts expert trajectories from h5 to pt format.') + # parser.add_argument( + # '--h5-file', + # default='trajs_halfcheetah.h5', + # help='input h5 file', + # type=str) + parser.add_argument( + '--h5-file', + default='trajs_walker.h5', + help='input h5 file', + type=str) + parser.add_argument( + '--pt-file', + default=None, + help='output pt file, by default replaces file extension with pt', + type=str) + args = parser.parse_args() + + if args.pt_file is None: + args.pt_file = os.path.splitext(args.h5_file)[0] + '.pt' + + with h5py.File(args.h5_file, 'r') as f: + dataset_size = f['obs_B_T_Do'].shape[0] # full dataset size + + states = f['obs_B_T_Do'][:dataset_size, ...][...] + actions = f['a_B_T_Da'][:dataset_size, ...][...] + rewards = 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TimeLimitMask(env) + + if log_dir is not None: + env = bench.Monitor( + env, + os.path.join(log_dir, str(rank)), + allow_early_resets=allow_early_resets) + + if is_atari: + if len(env.observation_space.shape) == 3: + env = wrap_deepmind(env) + elif len(env.observation_space.shape) == 3: + raise NotImplementedError( + "CNN models work only for atari,\n" + "please use a custom wrapper for a custom pixel input env.\n" + "See wrap_deepmind for an example.") + + # If the input has shape (W,H,3), wrap for PyTorch convolutions + obs_shape = env.observation_space.shape + if len(obs_shape) == 3 and obs_shape[2] in [1, 3]: + env = TransposeImage(env, op=[2, 0, 1]) + + return env + + return _thunk + + +def make_vec_envs(env_name, + seed, + num_processes, + gamma, + log_dir, + device, + allow_early_resets, + num_frame_stack=None): + envs = [ + make_env(env_name, seed, i, log_dir, allow_early_resets) + for i in range(num_processes) + ] + + if len(envs) > 1: + # envs = ShmemVecEnv(envs, context='fork') + envs = SubprocVecEnv(envs) + else: + # envs = DummyVecEnv(envs) + envs = SubprocVecEnv(envs) + + if len(envs.observation_space.shape) == 1: + if gamma is None: + envs = VecNormalize(envs, ret=False) + else: + envs = VecNormalize(envs, gamma=gamma) + + envs = VecPyTorch(envs, device) + + if num_frame_stack is not None: + envs = VecPyTorchFrameStack(envs, num_frame_stack, device) + elif len(envs.observation_space.shape) == 3: + envs = VecPyTorchFrameStack(envs, 4, device) + + return envs + + +# Checks whether done was caused my timit limits or not +class TimeLimitMask(gym.Wrapper): + def step(self, action): + obs, rew, done, info = self.env.step(action) + if done and self.env._max_episode_steps == self.env._elapsed_steps: + info['bad_transition'] = True + + return obs, rew, done, info + + def reset(self, **kwargs): + return self.env.reset(**kwargs) + + +# Can be used to test recurrent policies for Reacher-v2 +class MaskGoal(gym.ObservationWrapper): + def observation(self, observation): + if self.env._elapsed_steps > 0: + observation[-2:] = 0 + return observation + + +class TransposeObs(gym.ObservationWrapper): + def __init__(self, env=None): + """ + Transpose observation space (base class) + """ + super(TransposeObs, self).__init__(env) + + +class TransposeImage(TransposeObs): + def __init__(self, env=None, op=[2, 0, 1]): + """ + Transpose observation space for images + """ + super(TransposeImage, self).__init__(env) + assert len(op) == 3, "Error: Operation, " + str(op) + ", must be dim3" + self.op = op + obs_shape = self.observation_space.shape + self.observation_space = Box( + self.observation_space.low[0, 0, 0], + self.observation_space.high[0, 0, 0], [ + obs_shape[self.op[0]], obs_shape[self.op[1]], + obs_shape[self.op[2]] + ], + dtype=self.observation_space.dtype) + + def observation(self, ob): + return ob.transpose(self.op[0], self.op[1], self.op[2]) + + +class VecPyTorch(VecEnvWrapper): + def __init__(self, venv, device): + """Return only every `skip`-th frame""" + super(VecPyTorch, self).__init__(venv) + self.device = device + # TODO: Fix data types + + def reset(self): + obs = self.venv.reset() + obs = torch.from_numpy(obs).float().to(self.device) + return obs + + def step_async(self, actions): + if isinstance(actions, torch.LongTensor): + # Squeeze the dimension for discrete actions + actions = actions.squeeze(1) + actions = actions.cpu().numpy() + self.venv.step_async(actions) + + def step_wait(self): + obs, reward, done, info = self.venv.step_wait() + obs = torch.from_numpy(obs).float().to(self.device) + reward = torch.from_numpy(reward).unsqueeze(dim=1).float() + return obs, reward, done, info + + +class VecNormalize(VecNormalize_): + def __init__(self, *args, **kwargs): + super(VecNormalize, self).__init__(*args, **kwargs) + self.training = True + + def _obfilt(self, obs, update=True): + if self.ob_rms: + if self.training and update: + self.ob_rms.update(obs) + obs = np.clip((obs - self.ob_rms.mean) / + np.sqrt(self.ob_rms.var + self.epsilon), + -self.clipob, self.clipob) + return obs + else: + return obs + + def train(self): + self.training = True + + def eval(self): + self.training = False + + +# Derived from +# https://github.com/openai/baselines/blob/master/baselines/common/vec_env/vec_frame_stack.py +class VecPyTorchFrameStack(VecEnvWrapper): + def __init__(self, venv, nstack, device=None): + self.venv = venv + self.nstack = nstack + + wos = venv.observation_space # wrapped ob space + self.shape_dim0 = wos.shape[0] + + low = np.repeat(wos.low, self.nstack, axis=0) + high = np.repeat(wos.high, self.nstack, axis=0) + + if device is None: + device = torch.device('cpu') + self.stacked_obs = torch.zeros((venv.num_envs, ) + + low.shape).to(device) + + observation_space = gym.spaces.Box( + low=low, high=high, dtype=venv.observation_space.dtype) + VecEnvWrapper.__init__(self, venv, observation_space=observation_space) + + def step_wait(self): + obs, rews, news, infos = self.venv.step_wait() + self.stacked_obs[:, :-self.shape_dim0] = \ + self.stacked_obs[:, self.shape_dim0:] + for (i, new) in enumerate(news): + if new: + self.stacked_obs[i] = 0 + self.stacked_obs[:, -self.shape_dim0:] = obs + return self.stacked_obs, rews, news, infos + + def reset(self): + obs = self.venv.reset() + if torch.backends.cudnn.deterministic: + self.stacked_obs = torch.zeros(self.stacked_obs.shape) + else: + self.stacked_obs.zero_() + self.stacked_obs[:, -self.shape_dim0:] = obs + return self.stacked_obs + + def close(self): + self.venv.close() diff --git a/WDAIL/ppo_wdail_BL/tools/learn.py b/WDAIL/ppo_wdail_BL/tools/learn.py new file mode 100644 index 0000000..ba1e96e --- /dev/null +++ b/WDAIL/ppo_wdail_BL/tools/learn.py @@ -0,0 +1,1052 @@ +import os +import shutil +from tensorboardX import SummaryWriter +import torch +import numpy as np +from collections import deque +import time +from ..tools import utils, utli + + +def safemean(xs): + return np.nan if len(xs) == 0 else np.mean(xs) + +def gailLearning_mujoco(cl_args, envs, envs_eval, actor_critic, agent, discriminator, rollouts, gail_train_loader, device, utli): + + log_save_name = utli.Log_save_name4gail(cl_args) + log_save_path = os.path.join("./runs", log_save_name) + if os.path.exists(log_save_path): + shutil.rmtree(log_save_path) + utli.writer = SummaryWriter(log_save_path) + + # model_dir = utli.Save_model_dir(cl_args.algo_id, cl_args.env_name) + + + + # Evaluate the initial network + evaluations = [] + # begin optimize + + reward_window4Evaluate = deque(maxlen=10) + time_step = 0 + episode_t = 0 + episode_timesteps = 0 + count = 0 + + # begin optimize + + nsteps = cl_args.nsteps + S_time = time.time() + + nenv = 1 + + nbatch = np.floor(nsteps/nenv) + nbatch = nbatch.astype(np.int16) + nupdates = np.floor(cl_args.total_steps / nsteps) + nupdates = nupdates.astype(np.int16) + + epinfobuf = deque(maxlen=10) + + # epgailbuf = deque(maxlen=10) + + episode_rewards = deque(maxlen=10) + + cum_gailrewards = .0 + + i_update = 0 + + obs = envs.reset() + rollouts.obs[0].copy_(obs) + rollouts.to(device) + + # write_result = utli.Write_Result(cl_args=cl_args) + + start = time.time() + # num_updates = int( + # args.num_env_steps) // args.num_steps // args.num_processes + + while i_update < nupdates: + + episode_t += 1 + i_update += 1 + epinfos = [] + + if cl_args.use_linear_lr_decay: + # decrease learning rate linearly + utli.update_linear_schedule( + agent.optimizer, i_update, nupdates, + cl_args.lr) + + + for step in range(nbatch): + time_step += 1 + + # Sample actions + with torch.no_grad(): + value, action, action_log_prob, recurrent_hidden_states = actor_critic.act( + rollouts.obs[step], rollouts.recurrent_hidden_states[step], + rollouts.masks[step]) + + # action, log_prob, value = model_step(cl_args=cl_args, model=model, state=cur_state, device=device) + # time.sleep(.002) + # next_state, reward, done, infos = envs.step(action) # error 01 + obs, reward, done, infos = envs.step(action) + + for info in infos: + maybeepinfo = info.get('episode') + if maybeepinfo: + epinfos.append(maybeepinfo) + for info in infos: + if 'episode' in info.keys(): + episode_rewards.append(info['episode']['r']) + + # If done then clean the history of observations. + masks = torch.FloatTensor( + [[0.0] if done_ else [1.0] for done_ in done]) + bad_masks = torch.FloatTensor( + [[0.0] if 'bad_transition' in info.keys() else [1.0] + for info in infos]) + rollouts.insert(obs, recurrent_hidden_states, action, + action_log_prob, value, reward, masks, bad_masks) + + + with torch.no_grad(): + next_value = actor_critic.get_value( + rollouts.obs[-1], rollouts.recurrent_hidden_states[-1], + rollouts.masks[-1]).detach() + + # gail + if cl_args.gail: + if i_update >= 10: + envs.venv.eval() + # gail_epoch = args.gail_epoch + gail_epoch = cl_args.gail_epoch + if i_update < 10: + gail_epoch = 100 # Warm up + + dis_losses, dis_gps, dis_entropys, dis_total_losses = [], [], [], [] + for _ in range(gail_epoch): + # dis_loss, dis_gp, dis_entropy, dis_total_loss = \ + # discriminator.update(replay_buf=rollouts, expert_buf=expert_buffer, + # obsfilt=utils.get_vec_normalize(envs)._obfilt, batch_size=batch_size) + dis_loss, dis_gp, dis_entropy, dis_total_loss = discriminator.update(gail_train_loader, rollouts, utils.get_vec_normalize(envs)._obfilt) + dis_losses.append(dis_loss) + dis_gps.append(dis_gp) + dis_entropys.append(dis_entropy) + dis_total_losses.append(dis_total_loss) + + utli.recordDisLossResults(results=(np.mean(np.array(dis_losses)), + np.mean(np.array(dis_gps)), + np.mean(np.array(dis_entropys)), + np.mean(np.array(dis_total_losses))), + time_step=time_step) + # write_result.step_train(time_step) + + for step in range(nbatch): + rollouts.rewards[step] = discriminator.predict_reward( + rollouts.obs[step], rollouts.actions[step], cl_args.gamma, + rollouts.masks[step]) + + # compute returns + rollouts.compute_returns(next_value, cl_args.use_gae, cl_args.gamma, + cl_args.gae_lambda, cl_args.use_proper_time_limits) + + # training PPO policy + + value_loss, action_loss, dist_entropy, total_loss = agent.update(rollouts) + + utli.recordLossResults(results=(value_loss, + action_loss, + dist_entropy, + total_loss), + time_step=time_step) + rollouts.after_update() + + + epinfobuf.extend(epinfos) + if not len(epinfobuf): + continue + eprewmean = safemean([epinfo['r'] for epinfo in epinfobuf]) + eplenmean = safemean([epinfo['l'] for epinfo in epinfobuf]) + + utli.recordTrainResults(results=(eprewmean, + eplenmean), + time_step=time_step) + + # write_result.step_train(time_step) + + print("Episode: %d, Time steps: %d, Mean length: %d Mean Reward: %f " + % (episode_t, time_step, eplenmean, eprewmean)) + + if i_update % cl_args.log_interval == 0 and len(episode_rewards) > 1: + total_num_steps = (i_update + 1) * cl_args.num_processes * cl_args.nsteps + end = time.time() + print( + "Updates {}, num timesteps {}, FPS {} \n Last {} training episodes: mean/median reward {:.1f}/{:.1f}, min/max reward {:.1f}/{:.1f}\n" + .format(i_update, total_num_steps, + int(total_num_steps / (end - start)), + len(episode_rewards), np.mean(episode_rewards), + np.median(episode_rewards), np.min(episode_rewards), + np.max(episode_rewards), dist_entropy, value_loss, + action_loss)) + + E_time = time.time() + # store results + utli.store_results(evaluations, time_step, cl_args, S_time=S_time, E_time=E_time) + + return 0 + +def gailLearning_mujoco_test(cl_args, envs, envs_eval, actor_critic, agent, discriminator, rollouts, expert_buffer, device, utli): + + log_save_name = utli.Log_save_name4gail(cl_args) + log_save_path = os.path.join("./runs", log_save_name) + if os.path.exists(log_save_path): + shutil.rmtree(log_save_path) + utli.writer = SummaryWriter(log_save_path) + + # model_dir = utli.Save_model_dir(cl_args.algo_id, cl_args.env_name) + + + + # Evaluate the initial network + evaluations = [] + # begin optimize + + reward_window4Evaluate = deque(maxlen=10) + time_step = 0 + episode_t = 0 + episode_timesteps = 0 + count = 0 + + # begin optimize + + nsteps = cl_args.nsteps + S_time = time.time() + + nenv = 1 + + nbatch = np.floor(nsteps/nenv) + nbatch = nbatch.astype(np.int16) + nupdates = np.floor(cl_args.total_steps / nsteps) + nupdates = nupdates.astype(np.int16) + + epinfobuf = deque(maxlen=10) + + epgailbuf = deque(maxlen=10) + + episode_rewards = deque(maxlen=10) + + cum_gailrewards = .0 + + i_update = 0 + dis_init = True + + obs = envs.reset() + rollouts.obs[0].copy_(obs) + rollouts.to(device) + + # write_result = utli.Write_Result(cl_args=cl_args) + + start = time.time() + + while i_update < nupdates: + + episode_t += 1 + i_update += 1 + epinfos = [] + + if cl_args.use_linear_lr_decay: + # decrease learning rate linearly + utli.update_linear_schedule( + agent.optimizer, i_update, nupdates, + cl_args.lr) + + + for step in range(nbatch): + time_step += 1 + + # Sample actions + with torch.no_grad(): + value, action, action_log_prob, recurrent_hidden_states = actor_critic.act( + rollouts.obs[step], rollouts.recurrent_hidden_states[step], + rollouts.masks[step]) + + # action, log_prob, value = model_step(cl_args=cl_args, model=model, state=cur_state, device=device) + # time.sleep(.002) + # next_state, reward, done, infos = envs.step(action) # error 01 + obs, reward, done, infos = envs.step(action) + + for info in infos: + maybeepinfo = info.get('episode') + if maybeepinfo: + epinfos.append(maybeepinfo) + for info in infos: + if 'episode' in info.keys(): + episode_rewards.append(info['episode']['r']) + + # If done then clean the history of observations. + masks = torch.FloatTensor( + [[0.0] if done_ else [1.0] for done_ in done]) + bad_masks = torch.FloatTensor( + [[0.0] if 'bad_transition' in info.keys() else [1.0] + for info in infos]) + rollouts.insert(obs, recurrent_hidden_states, action, + action_log_prob, value, reward, masks, bad_masks) + + + with torch.no_grad(): + next_value = actor_critic.get_value( + rollouts.obs[-1], rollouts.recurrent_hidden_states[-1], + rollouts.masks[-1]).detach() + + # gail + if cl_args.gail: + if i_update >= cl_args.gail_thre: + envs.venv.eval() + # gail_epoch = args.gail_epoch + gail_epoch = cl_args.gail_epoch + if i_update < cl_args.gail_thre: + gail_epoch = cl_args.gail_pre_epoch # Warm up + + dis_losses, dis_gps, dis_entropys, dis_total_losses = [], [], [], [] + for _ in range(gail_epoch): + dis_loss, dis_gp, dis_entropy, dis_total_loss = \ + discriminator.update_zm(replay_buf=rollouts, expert_buf=expert_buffer, + obsfilt=utils.get_vec_normalize(envs)._obfilt, batch_size=cl_args.gail_batch_size) + # dis_loss, dis_gp, dis_entropy, dis_total_loss = discriminator.update(gail_train_loader, rollouts, utils.get_vec_normalize(envs)._obfilt) + dis_losses.append(dis_loss) + dis_gps.append(dis_gp) + dis_entropys.append(dis_entropy) + dis_total_losses.append(dis_total_loss) + + if dis_init: + utli.recordDisLossResults(results=(np.array(dis_losses)[0], + np.array(dis_gps)[0], + np.array(dis_entropys)[0], + np.array(dis_total_losses)[0]), + time_step=0) + dis_init = False + + + utli.recordDisLossResults(results=(np.mean(np.array(dis_losses)), + np.mean(np.array(dis_gps)), + np.mean(np.array(dis_entropys)), + np.mean(np.array(dis_total_losses))), + time_step=time_step) + # write_result.step_train(time_step) + + for step in range(nbatch): + rollouts.rewards[step] = discriminator.predict_reward( + rollouts.obs[step], rollouts.actions[step], cl_args.gamma, + rollouts.masks[step]) + if rollouts.masks[step] == 1: + cum_gailrewards += rollouts.rewards[step].item() + else: + epgailbuf.append(cum_gailrewards) + cum_gailrewards=.0 + + # compute returns + rollouts.compute_returns(next_value, cl_args.use_gae, cl_args.gamma, + cl_args.gae_lambda, cl_args.use_proper_time_limits) + + # training PPO policy + + value_loss, action_loss, dist_entropy, total_loss = agent.update(rollouts) + + utli.recordLossResults(results=(value_loss, + action_loss, + dist_entropy, + total_loss), + time_step=time_step) + rollouts.after_update() + + + epinfobuf.extend(epinfos) + if not len(epinfobuf): + continue + eprewmean = safemean([epinfo['r'] for epinfo in epinfobuf]) + eplenmean = safemean([epinfo['l'] for epinfo in epinfobuf]) + + # utli.recordTrainResults(results=(eprewmean, + # eplenmean), + # time_step=time_step) + + utli.recordTrainResults_gail(results=(eprewmean, + eplenmean, + np.mean(np.array(epgailbuf))), + time_step=time_step) + + # write_result.step_train(time_step) + + # print("Episode: %d, Time steps: %d, Mean length: %d Mean Reward: %f " + # % (episode_t, time_step, eplenmean, eprewmean)) + + print("Episode: %d, Time steps: %d, Mean length: %d Mean Reward: %f Mean Gail Reward:%f" + % (episode_t, time_step, eplenmean, eprewmean, np.mean(np.array(epgailbuf)))) + + if i_update % cl_args.log_interval == 0 and len(episode_rewards) > 1: + total_num_steps = (i_update + 1) * cl_args.num_processes * cl_args.nsteps + end = time.time() + print( + "Updates {}, num timesteps {}, FPS {} \n Last {} training episodes: mean/median reward {:.1f}/{:.1f}, min/max reward {:.1f}/{:.1f}\n" + .format(i_update, total_num_steps, + int(total_num_steps / (end - start)), + len(episode_rewards), np.mean(episode_rewards), + np.median(episode_rewards), np.min(episode_rewards), + np.max(episode_rewards), dist_entropy, value_loss, + action_loss)) + + E_time = time.time() + # store results + utli.store_results(evaluations, time_step, cl_args, S_time=S_time, E_time=E_time) + + return 0 + +def gailLearning_mujoco_origin(cl_args, envs, envs_eval, actor_critic, agent, discriminator, rollouts, gail_train_loader, device, utli): + + log_save_name = utli.Log_save_name4gail(cl_args) + log_save_path = os.path.join("./runs", log_save_name) + if os.path.exists(log_save_path): + shutil.rmtree(log_save_path) + utli.writer = SummaryWriter(log_save_path) + + # model_dir = utli.Save_model_dir(cl_args.algo_id, cl_args.env_name) + + + + # Evaluate the initial network + evaluations = [] + # begin optimize + + reward_window4Evaluate = deque(maxlen=10) + time_step = 0 + episode_t = 0 + episode_timesteps = 0 + count = 0 + + # begin optimize + + nsteps = cl_args.num_steps + S_time = time.time() + + nenv = 1 + + nbatch = np.floor(nsteps/nenv) + nbatch = nbatch.astype(np.int16) + nupdates = np.floor(cl_args.num_env_steps / nsteps) + nupdates = nupdates.astype(np.int16) + + epinfobuf = deque(maxlen=10) + + epgailbuf = deque(maxlen=10) + + episode_rewards = deque(maxlen=10) + + cum_gailrewards = .0 + + i_update = 0 + dis_init = True + + obs = envs.reset() + rollouts.obs[0].copy_(obs) + rollouts.to(device) + + write_result = utli.Write_Result(cl_args=cl_args) + + start = time.time() + + while i_update < nupdates: + + episode_t += 1 + i_update += 1 + epinfos = [] + + if cl_args.use_linear_lr_decay: + # decrease learning rate linearly + utli.update_linear_schedule( + agent.optimizer, i_update, nupdates, + cl_args.lr) + + for step in range(nbatch): + time_step += 1 + + # Sample actions + with torch.no_grad(): + value, action, action_log_prob, recurrent_hidden_states = actor_critic.act( + rollouts.obs[step], rollouts.recurrent_hidden_states[step], + rollouts.masks[step]) + + # action, log_prob, value = model_step(cl_args=cl_args, model=model, state=cur_state, device=device) + # time.sleep(.002) + # next_state, reward, done, infos = envs.step(action) # error 01 + obs, reward, done, infos = envs.step(action) + + for info in infos: + maybeepinfo = info.get('episode') + if maybeepinfo: + epinfos.append(maybeepinfo) + for info in infos: + if 'episode' in info.keys(): + episode_rewards.append(info['episode']['r']) + + # If done then clean the history of observations. + masks = torch.FloatTensor( + [[0.0] if done_ else [1.0] for done_ in done]) + bad_masks = torch.FloatTensor( + [[0.0] if 'bad_transition' in info.keys() else [1.0] + for info in infos]) + rollouts.insert(obs, recurrent_hidden_states, action, + action_log_prob, value, reward, masks, bad_masks) + + with torch.no_grad(): + next_value = actor_critic.get_value( + rollouts.obs[-1], rollouts.recurrent_hidden_states[-1], + rollouts.masks[-1]).detach() + + # gail + if cl_args.gail: + if i_update >= cl_args.gail_thre: + envs.venv.eval() + # gail_epoch = args.gail_epoch + gail_epoch = cl_args.gail_epoch + if i_update < cl_args.gail_thre: + gail_epoch = cl_args.gail_pre_epoch # Warm up + + dis_losses, dis_gps, dis_entropys, dis_total_losses = [], [], [], [] + for _ in range(gail_epoch): + # dis_loss, dis_gp, dis_entropy, dis_total_loss = \ + # discriminator.update_zm(replay_buf=rollouts, expert_buf=expert_buffer, + # obsfilt=utils.get_vec_normalize(envs)._obfilt, batch_size=cl_args.gail_batch_size) + dis_loss, dis_gp, dis_entropy, dis_total_loss = discriminator.update(gail_train_loader, rollouts, utils.get_vec_normalize(envs)._obfilt) + dis_losses.append(dis_loss) + dis_gps.append(dis_gp) + dis_entropys.append(dis_entropy) + dis_total_losses.append(dis_total_loss) + + if dis_init: + utli.recordDisLossResults(results=(np.array(dis_losses)[0], + np.array(dis_gps)[0], + np.array(dis_entropys)[0], + np.array(dis_total_losses)[0]), + time_step=0) + dis_init = False + + + utli.recordDisLossResults(results=(np.mean(np.array(dis_losses)), + np.mean(np.array(dis_gps)), + np.mean(np.array(dis_entropys)), + np.mean(np.array(dis_total_losses))), + time_step=time_step) + + + for step in range(nbatch): + rollouts.rewards[step] = discriminator.predict_reward( + rollouts.obs[step], rollouts.actions[step], cl_args.gamma, + rollouts.masks[step]) + if rollouts.masks[step] == 1: + cum_gailrewards += rollouts.rewards[step].item() + else: + epgailbuf.append(cum_gailrewards) + cum_gailrewards=.0 + + # compute returns + rollouts.compute_returns(next_value, cl_args.use_gae, cl_args.gamma, + cl_args.gae_lambda, cl_args.use_proper_time_limits) + + # training PPO policy + + value_loss, action_loss, dist_entropy, total_loss = agent.update(rollouts) + + utli.recordLossResults(results=(value_loss, + action_loss, + dist_entropy, + total_loss), + time_step=time_step) + rollouts.after_update() + + + epinfobuf.extend(epinfos) + if not len(epinfobuf): + continue + eprewmean = safemean([epinfo['r'] for epinfo in epinfobuf]) + eplenmean = safemean([epinfo['l'] for epinfo in epinfobuf]) + + # utli.recordTrainResults(results=(eprewmean, + # eplenmean), + # time_step=time_step) + + utli.recordTrainResults_gail(results=(eprewmean, + eplenmean, + np.mean(np.array(epgailbuf))), + time_step=time_step) + + write_result.step_train(time_step) + + + print("Episode: %d, Time steps: %d, Mean length: %d Mean Reward: %f Mean Gail Reward:%f" + % (episode_t, time_step, eplenmean, eprewmean, np.mean(np.array(epgailbuf)))) + + if i_update % cl_args.log_interval == 0 and len(episode_rewards) > 1: + total_num_steps = (i_update + 1) * cl_args.num_processes * cl_args.num_steps + end = time.time() + print( + "Updates {}, num timesteps {}, FPS {} \n Last {} training episodes: mean/median reward {:.1f}/{:.1f}, min/max reward {:.1f}/{:.1f}\n" + .format(i_update, total_num_steps, + int(total_num_steps / (end - start)), + len(episode_rewards), np.mean(episode_rewards), + np.median(episode_rewards), np.min(episode_rewards), + np.max(episode_rewards), dist_entropy, value_loss, + action_loss)) + + E_time = time.time() + # store results + utli.store_results(evaluations, time_step, cl_args, S_time=S_time, E_time=E_time) + + return 0 + + +def gailLearning_mujoco_BL(cl_args, envs, envs_eval, actor_critic, agent, discriminator, rollouts, expert_buffer, device, utli): + + log_save_name = utli.Log_save_name4gail(cl_args) + log_save_path = os.path.join("./runs", log_save_name) + if os.path.exists(log_save_path): + shutil.rmtree(log_save_path) + utli.writer = SummaryWriter(log_save_path) + + # model_dir = utli.Save_model_dir(cl_args.algo_id, cl_args.env_name) + + + + # Evaluate the initial network + evaluations = [] + # begin optimize + + reward_window4Evaluate = deque(maxlen=10) + time_step = 0 + episode_t = 0 + episode_timesteps = 0 + count = 0 + + # begin optimize + + nsteps = cl_args.num_steps + S_time = time.time() + + nenv = 1 + + nbatch = np.floor(nsteps/nenv) + nbatch = nbatch.astype(np.int16) + nupdates = np.floor(cl_args.num_env_steps / nsteps) + nupdates = nupdates.astype(np.int16) + + epinfobuf = deque(maxlen=10) + + epgailbuf = deque(maxlen=10) + + episode_rewards = deque(maxlen=10) + + cum_gailrewards = .0 + + i_update = 0 + dis_init = True + + obs = envs.reset() + rollouts.obs[0].copy_(obs) + rollouts.to(device) + + write_result = utli.Write_Result(cl_args=cl_args) + + start = time.time() + + while i_update < nupdates: + + episode_t += 1 + i_update += 1 + epinfos = [] + + if cl_args.use_linear_lr_decay: + # decrease learning rate linearly + utli.update_linear_schedule( + agent.optimizer, i_update, nupdates, + cl_args.lr) + + for step in range(nbatch): + time_step += 1 + + # Sample actions + with torch.no_grad(): + value, action, action_log_prob, recurrent_hidden_states = actor_critic.act( + rollouts.obs[step], rollouts.recurrent_hidden_states[step], + rollouts.masks[step]) + + # action, log_prob, value = model_step(cl_args=cl_args, model=model, state=cur_state, device=device) + # time.sleep(.002) + # next_state, reward, done, infos = envs.step(action) # error 01 + obs, reward, done, infos = envs.step(action) + + for info in infos: + maybeepinfo = info.get('episode') + if maybeepinfo: + epinfos.append(maybeepinfo) + for info in infos: + if 'episode' in info.keys(): + episode_rewards.append(info['episode']['r']) + + # If done then clean the history of observations. + masks = torch.FloatTensor( + [[0.0] if done_ else [1.0] for done_ in done]) + bad_masks = torch.FloatTensor( + [[0.0] if 'bad_transition' in info.keys() else [1.0] + for info in infos]) + rollouts.insert(obs, recurrent_hidden_states, action, + action_log_prob, value, reward, masks, bad_masks) + + with torch.no_grad(): + next_value = actor_critic.get_value( + rollouts.obs[-1], rollouts.recurrent_hidden_states[-1], + rollouts.masks[-1]).detach() + + # gail + if cl_args.gail: + if i_update >= cl_args.gail_thre: + envs.venv.eval() + # gail_epoch = args.gail_epoch + gail_epoch = cl_args.gail_epoch + if i_update < cl_args.gail_thre: + gail_epoch = cl_args.gail_pre_epoch # Warm up + + dis_losses, dis_gps, dis_entropys, dis_total_losses = [], [], [], [] + for _ in range(gail_epoch): + dis_loss, dis_gp, dis_entropy, dis_total_loss = \ + discriminator.update_zm(replay_buf=rollouts, expert_buf=expert_buffer, + obsfilt=utils.get_vec_normalize(envs)._obfilt, batch_size=cl_args.gail_batch_size) + # dis_loss, dis_gp, dis_entropy, dis_total_loss = discriminator.update(gail_train_loader, rollouts, utils.get_vec_normalize(envs)._obfilt) + dis_losses.append(dis_loss) + dis_gps.append(dis_gp) + dis_entropys.append(dis_entropy) + dis_total_losses.append(dis_total_loss) + + if dis_init: + utli.recordDisLossResults(results=(np.array(dis_losses)[0], + np.array(dis_gps)[0], + np.array(dis_entropys)[0], + np.array(dis_total_losses)[0]), + time_step=0) + dis_init = False + + + utli.recordDisLossResults(results=(np.mean(np.array(dis_losses)), + np.mean(np.array(dis_gps)), + np.mean(np.array(dis_entropys)), + np.mean(np.array(dis_total_losses))), + time_step=time_step) + + + for step in range(nbatch): + rollouts.rewards[step] = discriminator.predict_reward( + rollouts.obs[step], rollouts.actions[step], cl_args.gamma, + rollouts.masks[step]) + if rollouts.masks[step] == 1: + cum_gailrewards += rollouts.rewards[step].item() + else: + epgailbuf.append(cum_gailrewards) + cum_gailrewards=.0 + + # compute returns + rollouts.compute_returns(next_value, cl_args.use_gae, cl_args.gamma, + cl_args.gae_lambda, cl_args.use_proper_time_limits) + + # training PPO policy + + value_loss, action_loss, dist_entropy, total_loss = agent.update(rollouts) + + utli.recordLossResults(results=(value_loss, + action_loss, + dist_entropy, + total_loss), + time_step=time_step) + rollouts.after_update() + + + epinfobuf.extend(epinfos) + if not len(epinfobuf): + continue + eprewmean = safemean([epinfo['r'] for epinfo in epinfobuf]) + eplenmean = safemean([epinfo['l'] for epinfo in epinfobuf]) + + # utli.recordTrainResults(results=(eprewmean, + # eplenmean), + # time_step=time_step) + + utli.recordTrainResults_gail(results=(eprewmean, + eplenmean, + np.mean(np.array(epgailbuf))), + time_step=time_step) + + write_result.step_train(time_step) + + + print("Episode: %d, Time steps: %d, Mean length: %d Mean Reward: %f Mean Gail Reward:%f" + % (episode_t, time_step, eplenmean, eprewmean, np.mean(np.array(epgailbuf)))) + + if i_update % cl_args.log_interval == 0 and len(episode_rewards) > 1: + total_num_steps = (i_update + 1) * cl_args.num_processes * cl_args.num_steps + end = time.time() + print( + "Updates {}, num timesteps {}, FPS {} \n Last {} training episodes: mean/median reward {:.1f}/{:.1f}, min/max reward {:.1f}/{:.1f}\n" + .format(i_update, total_num_steps, + int(total_num_steps / (end - start)), + len(episode_rewards), np.mean(episode_rewards), + np.median(episode_rewards), np.min(episode_rewards), + np.max(episode_rewards), dist_entropy, value_loss, + action_loss)) + + E_time = time.time() + # store results + utli.store_results(evaluations, time_step, cl_args, S_time=S_time, E_time=E_time) + + return 0 + +def Learning_process(args, envs, rollouts, actor_critic, agent, discr,gail_train_loader, device): + + + obs = envs.reset() + rollouts.obs[0].copy_(obs) + rollouts.to(device) + + episode_rewards = deque(maxlen=10) + + start = time.time() + num_updates = int( + args.num_env_steps) // args.num_steps // args.num_processes + for j in range(num_updates): + + if args.use_linear_lr_decay: + # decrease learning rate linearly + utils.update_linear_schedule( + agent.optimizer, j, num_updates, + agent.optimizer.lr if args.algo == "acktr" else args.lr) + + for step in range(args.num_steps): + # Sample actions + with torch.no_grad(): + value, action, action_log_prob, recurrent_hidden_states = actor_critic.act( + rollouts.obs[step], rollouts.recurrent_hidden_states[step], + rollouts.masks[step]) + + # Obser reward and next obs + obs, reward, done, infos = envs.step(action) + + for info in infos: + if 'episode' in info.keys(): + episode_rewards.append(info['episode']['r']) + + # If done then clean the history of observations. + masks = torch.FloatTensor( + [[0.0] if done_ else [1.0] for done_ in done]) + bad_masks = torch.FloatTensor( + [[0.0] if 'bad_transition' in info.keys() else [1.0] + for info in infos]) + rollouts.insert(obs, recurrent_hidden_states, action, + action_log_prob, value, reward, masks, bad_masks) + + with torch.no_grad(): + next_value = actor_critic.get_value( + rollouts.obs[-1], rollouts.recurrent_hidden_states[-1], + rollouts.masks[-1]).detach() + + if args.gail: + if j >= 10: + envs.venv.eval() + + gail_epoch = args.gail_epoch + if j < 10: + gail_epoch = 100 # Warm up + for _ in range(gail_epoch): + discr.update(gail_train_loader, rollouts, + utils.get_vec_normalize(envs)._obfilt) + + for step in range(args.num_steps): + rollouts.rewards[step] = discr.predict_reward( + rollouts.obs[step], rollouts.actions[step], args.gamma, + rollouts.masks[step]) + + rollouts.compute_returns(next_value, args.use_gae, args.gamma, + args.gae_lambda, args.use_proper_time_limits) + + value_loss, action_loss, dist_entropy, total_loss = agent.update(rollouts) + + rollouts.after_update() + + # save for every interval-th episode or for the last epoch + # if (j % args.save_interval == 0 + # or j == num_updates - 1) and args.save_dir != "": + # save_path = os.path.join(args.save_dir, args.algo) + # try: + # os.makedirs(save_path) + # except OSError: + # pass + # + # torch.save([ + # actor_critic, + # getattr(utils.get_vec_normalize(envs), 'ob_rms', None) + # ], os.path.join(save_path, args.env_name + ".pt")) + + if j % args.log_interval == 0 and len(episode_rewards) > 1: + total_num_steps = (j + 1) * args.num_processes * args.num_steps + end = time.time() + print( + "Updates {}, num timesteps {}, FPS {} \n Last {} training episodes: mean/median reward {:.1f}/{:.1f}, min/max reward {:.1f}/{:.1f}\n" + .format(j, total_num_steps, + int(total_num_steps / (end - start)), + len(episode_rewards), np.mean(episode_rewards), + np.median(episode_rewards), np.min(episode_rewards), + np.max(episode_rewards), dist_entropy, value_loss, + action_loss)) + + return True + +def Learning_process_record(args, envs, rollouts, actor_critic, agent, discr,gail_train_loader, device): + + + log_save_name = utli.Log_save_name4gail(args) + log_save_path = os.path.join("./runs", log_save_name) + if os.path.exists(log_save_path): + shutil.rmtree(log_save_path) + utli.writer = SummaryWriter(log_save_path) + + obs = envs.reset() + rollouts.obs[0].copy_(obs) + rollouts.to(device) + + episode_rewards = deque(maxlen=10) + epinfobuf = deque(maxlen=10) + + start = time.time() + num_updates = int( + args.num_env_steps) // args.num_steps // args.num_processes + time_step = 0 + for j in range(num_updates): + + if args.use_linear_lr_decay: + # decrease learning rate linearly + utils.update_linear_schedule( + agent.optimizer, j, num_updates, + agent.optimizer.lr if args.algo == "acktr" else args.lr) + + for step in range(args.num_steps): + time_step += 1 + # Sample actions + with torch.no_grad(): + value, action, action_log_prob, recurrent_hidden_states = actor_critic.act( + rollouts.obs[step], rollouts.recurrent_hidden_states[step], + rollouts.masks[step]) + + # Obser reward and next obs + obs, reward, done, infos = envs.step(action) + + for info in infos: + if 'episode' in info.keys(): + episode_rewards.append(info['episode']['r']) + + for info in infos: + maybeepinfo = info.get('episode') + if maybeepinfo: + epinfobuf.append(maybeepinfo) + + # If done then clean the history of observations. + masks = torch.FloatTensor( + [[0.0] if done_ else [1.0] for done_ in done]) + bad_masks = torch.FloatTensor( + [[0.0] if 'bad_transition' in info.keys() else [1.0] + for info in infos]) + rollouts.insert(obs, recurrent_hidden_states, action, + action_log_prob, value, reward, masks, bad_masks) + + with torch.no_grad(): + next_value = actor_critic.get_value( + rollouts.obs[-1], rollouts.recurrent_hidden_states[-1], + rollouts.masks[-1]).detach() + + if args.gail: + if j >= 10: + envs.venv.eval() + + gail_epoch = args.gail_epoch + if j < 10: + gail_epoch = 100 # Warm up + dis_losses, dis_gps, dis_entropys, dis_total_losses = [], [], [], [] + for _ in range(gail_epoch): + dis_loss, dis_gp, dis_entropy, dis_total_loss = discr.update(gail_train_loader, rollouts, + utils.get_vec_normalize(envs)._obfilt) + dis_losses.append(dis_loss) + dis_gps.append(dis_gp) + dis_entropys.append(dis_entropy) + dis_total_losses.append(dis_total_loss) + + utli.recordDisLossResults(results=(np.mean(np.array(dis_losses)), + np.mean(np.array(dis_gps)), + np.mean(np.array(dis_entropys)), + np.mean(np.array(dis_total_losses))), + time_step=time_step) + + for step in range(args.num_steps): + rollouts.rewards[step] = discr.predict_reward( + rollouts.obs[step], rollouts.actions[step], args.gamma, + rollouts.masks[step]) + + rollouts.compute_returns(next_value, args.use_gae, args.gamma, + args.gae_lambda, args.use_proper_time_limits) + + value_loss, action_loss, dist_entropy, total_loss = agent.update(rollouts) + + utli.recordLossResults(results=(value_loss, + action_loss, + dist_entropy, + total_loss), + time_step=time_step) + + rollouts.after_update() + + # epinfobuf.extend(epinfos) + if not len(epinfobuf): + continue + eprewmean = safemean([epinfo['r'] for epinfo in epinfobuf]) + eplenmean = safemean([epinfo['l'] for epinfo in epinfobuf]) + + utli.recordTrainResults(results=(eprewmean, + eplenmean), + time_step=time_step) + + # write_result.step_train(time_step) + + print("Episode: %d, Time steps: %d, Mean length: %d Mean Reward: %f " + % (j, time_step, eplenmean, eprewmean)) + + # save for every interval-th episode or for the last epoch + # if (j % args.save_interval == 0 + # or j == num_updates - 1) and args.save_dir != "": + # save_path = os.path.join(args.save_dir, args.algo) + # try: + # os.makedirs(save_path) + # except OSError: + # pass + # + # torch.save([ + # actor_critic, + # getattr(utils.get_vec_normalize(envs), 'ob_rms', None) + # ], os.path.join(save_path, args.env_name + ".pt")) + + if j % args.log_interval == 0 and len(episode_rewards) > 1: + total_num_steps = (j + 1) * args.num_processes * args.num_steps + end = time.time() + print( + "Updates {}, num timesteps {}, FPS {} \n Last {} training episodes: mean/median reward {:.1f}/{:.1f}, min/max reward {:.1f}/{:.1f}\n" + .format(j, total_num_steps, + int(total_num_steps / (end - start)), + len(episode_rewards), np.mean(episode_rewards), + np.median(episode_rewards), np.min(episode_rewards), + np.max(episode_rewards), dist_entropy, value_loss, + action_loss)) + + return True \ No newline at end of file diff --git a/WDAIL/ppo_wdail_BL/tools/learning_rate.py b/WDAIL/ppo_wdail_BL/tools/learning_rate.py new file mode 100644 index 0000000..c948fc8 --- /dev/null +++ b/WDAIL/ppo_wdail_BL/tools/learning_rate.py @@ -0,0 +1,46 @@ +class LearningRate: + """ + Attributes: + lr (float) + decay_factor (float) + training_step (int) + """ + __instance = None + + def __init__(self): + if LearningRate.__instance is not None: + raise Exception("Singleton instantiation called twice") + else: + LearningRate.__instance = self + self.lr = None + self.decay_factor = None + self.training_step = 0 + + @staticmethod + def get_instance(): + """Get the singleton instance. + + Returns: + (LearningRate) + """ + if LearningRate.__instance is None: + LearningRate() + return LearningRate.__instance + + def set_learning_rate(self, lr): + self.lr = lr + + def get_learning_rate(self): + return self.lr + + def increment_step(self): + self.training_step += 1 + + def get_step(self): + return self.training_step + + def set_decay(self, d): + self.decay_factor = d + + def decay(self): + self.lr = self.lr * self.decay_factor diff --git a/WDAIL/ppo_wdail_BL/tools/model.py b/WDAIL/ppo_wdail_BL/tools/model.py new file mode 100644 index 0000000..ce61cd0 --- /dev/null +++ b/WDAIL/ppo_wdail_BL/tools/model.py @@ -0,0 +1,230 @@ +import numpy as np +import torch +import torch.nn as nn +import torch.nn.functional as F +from ..tools.distributions import Bernoulli, Categorical, DiagGaussian +from ..tools.utils import init +# from distributions import Bernoulli, Categorical, DiagGaussian +# from utils import init + + +class Flatten(nn.Module): + def forward(self, x): + return x.view(x.size(0), -1) + + +class Policy(nn.Module): + def __init__(self, obs_shape, action_space, base=None, base_kwargs=None): + super(Policy, self).__init__() + if base_kwargs is None: + base_kwargs = {} + if base is None: + if len(obs_shape) == 3: + base = CNNBase + elif len(obs_shape) == 1: + base = MLPBase + else: + raise NotImplementedError + + self.base = base(obs_shape[0], **base_kwargs) + + if action_space.__class__.__name__ == "Discrete": + num_outputs = action_space.n + self.dist = Categorical(self.base.output_size, num_outputs) + elif action_space.__class__.__name__ == "Box": + num_outputs = action_space.shape[0] + self.dist = DiagGaussian(self.base.output_size, num_outputs) + elif action_space.__class__.__name__ == "MultiBinary": + num_outputs = action_space.shape[0] + self.dist = Bernoulli(self.base.output_size, num_outputs) + else: + raise NotImplementedError + + @property + def is_recurrent(self): + return self.base.is_recurrent + + @property + def recurrent_hidden_state_size(self): + """Size of rnn_hx.""" + return self.base.recurrent_hidden_state_size + + def forward(self, inputs, rnn_hxs, masks): + raise NotImplementedError + + def act(self, inputs, rnn_hxs, masks, deterministic=False): + value, actor_features, rnn_hxs = self.base(inputs, rnn_hxs, masks) + dist = self.dist(actor_features) + + if deterministic: + action = dist.mode() + else: + action = dist.sample() + + action_log_probs = dist.log_probs(action) + dist_entropy = dist.entropy().mean() + + return value, action, action_log_probs, rnn_hxs + + def get_value(self, inputs, rnn_hxs, masks): + value, _, _ = self.base(inputs, rnn_hxs, masks) + return value + + def evaluate_actions(self, inputs, rnn_hxs, masks, action): + value, actor_features, rnn_hxs = self.base(inputs, rnn_hxs, masks) + dist = self.dist(actor_features) + + action_log_probs = dist.log_probs(action) + dist_entropy = dist.entropy().mean() + + return value, action_log_probs, dist_entropy, rnn_hxs + + +class NNBase(nn.Module): + def __init__(self, recurrent, recurrent_input_size, hidden_size): + super(NNBase, self).__init__() + + self._hidden_size = hidden_size + self._recurrent = recurrent + + if recurrent: + self.gru = nn.GRU(recurrent_input_size, hidden_size) + for name, param in self.gru.named_parameters(): + if 'bias' in name: + nn.init.constant_(param, 0) + elif 'weight' in name: + nn.init.orthogonal_(param) + + @property + def is_recurrent(self): + return self._recurrent + + @property + def recurrent_hidden_state_size(self): + if self._recurrent: + return self._hidden_size + return 1 + + @property + def output_size(self): + return self._hidden_size + + def _forward_gru(self, x, hxs, masks): + if x.size(0) == hxs.size(0): + x, hxs = self.gru(x.unsqueeze(0), (hxs * masks).unsqueeze(0)) + x = x.squeeze(0) + hxs = hxs.squeeze(0) + else: + # x is a (T, N, -1) tensor that has been flatten to (T * N, -1) + N = hxs.size(0) + T = int(x.size(0) / N) + + # unflatten + x = x.view(T, N, x.size(1)) + + # Same deal with masks + masks = masks.view(T, N) + + # Let's figure out which steps in the sequence have a zero for any agent + # We will always assume t=0 has a zero in it as that makes the logic cleaner + has_zeros = ((masks[1:] == 0.0) \ + .any(dim=-1) + .nonzero() + .squeeze() + .cpu()) + + # +1 to correct the masks[1:] + if has_zeros.dim() == 0: + # Deal with scalar + has_zeros = [has_zeros.item() + 1] + else: + has_zeros = (has_zeros + 1).numpy().tolist() + + # add t=0 and t=T to the list + has_zeros = [0] + has_zeros + [T] + + hxs = hxs.unsqueeze(0) + outputs = [] + for i in range(len(has_zeros) - 1): + # We can now process steps that don't have any zeros in masks together! + # This is much faster + start_idx = has_zeros[i] + end_idx = has_zeros[i + 1] + + rnn_scores, hxs = self.gru( + x[start_idx:end_idx], + hxs * masks[start_idx].view(1, -1, 1)) + + outputs.append(rnn_scores) + + # assert len(outputs) == T + # x is a (T, N, -1) tensor + x = torch.cat(outputs, dim=0) + # flatten + x = x.view(T * N, -1) + hxs = hxs.squeeze(0) + + return x, hxs + + +class CNNBase(NNBase): + def __init__(self, num_inputs, recurrent=False, hidden_size=512): + super(CNNBase, self).__init__(recurrent, hidden_size, hidden_size) + + init_ = lambda m: init(m, nn.init.orthogonal_, lambda x: nn.init. + constant_(x, 0), nn.init.calculate_gain('relu')) + + self.main = nn.Sequential( + init_(nn.Conv2d(num_inputs, 32, 8, stride=4)), nn.ReLU(), + init_(nn.Conv2d(32, 64, 4, stride=2)), nn.ReLU(), + init_(nn.Conv2d(64, 32, 3, stride=1)), nn.ReLU(), Flatten(), + init_(nn.Linear(32 * 7 * 7, hidden_size)), nn.ReLU()) + + init_ = lambda m: init(m, nn.init.orthogonal_, lambda x: nn.init. + constant_(x, 0)) + + self.critic_linear = init_(nn.Linear(hidden_size, 1)) + + self.train() + + def forward(self, inputs, rnn_hxs, masks): + x = self.main(inputs / 255.0) + + if self.is_recurrent: + x, rnn_hxs = self._forward_gru(x, rnn_hxs, masks) + + return self.critic_linear(x), x, rnn_hxs + + +class MLPBase(NNBase): + def __init__(self, num_inputs, recurrent=False, hidden_size=64): + super(MLPBase, self).__init__(recurrent, num_inputs, hidden_size) + + if recurrent: + num_inputs = hidden_size + + init_ = lambda m: init(m, nn.init.orthogonal_, lambda x: nn.init. + constant_(x, 0), np.sqrt(2)) + + self.actor = nn.Sequential( + init_(nn.Linear(num_inputs, hidden_size)), nn.Tanh(), + init_(nn.Linear(hidden_size, hidden_size)), nn.Tanh()) + + self.critic = nn.Sequential( + init_(nn.Linear(num_inputs, hidden_size)), nn.Tanh(), + init_(nn.Linear(hidden_size, hidden_size)), nn.Tanh()) + + self.critic_linear = init_(nn.Linear(hidden_size, 1)) + + self.train() + + def forward(self, inputs, rnn_hxs, masks): + x = inputs + + if self.is_recurrent: + x, rnn_hxs = self._forward_gru(x, rnn_hxs, masks) + + hidden_critic = self.critic(x) + hidden_actor = self.actor(x) + + return self.critic_linear(hidden_critic), hidden_actor, rnn_hxs diff --git a/WDAIL/ppo_wdail_BL/tools/storage.py b/WDAIL/ppo_wdail_BL/tools/storage.py new file mode 100644 index 0000000..68cd53c --- /dev/null +++ b/WDAIL/ppo_wdail_BL/tools/storage.py @@ -0,0 +1,202 @@ +import torch +from torch.utils.data.sampler import BatchSampler, SubsetRandomSampler + + +def _flatten_helper(T, N, _tensor): + return _tensor.view(T * N, *_tensor.size()[2:]) + + +class RolloutStorage(object): + def __init__(self, num_steps, num_processes, obs_shape, action_space, + recurrent_hidden_state_size): + self.obs = torch.zeros(num_steps + 1, num_processes, *obs_shape) + self.recurrent_hidden_states = torch.zeros( + num_steps + 1, num_processes, recurrent_hidden_state_size) + self.rewards = torch.zeros(num_steps, num_processes, 1) + self.value_preds = torch.zeros(num_steps + 1, num_processes, 1) + self.returns = torch.zeros(num_steps + 1, num_processes, 1) + self.action_log_probs = torch.zeros(num_steps, num_processes, 1) + if action_space.__class__.__name__ == 'Discrete': + action_shape = 1 + else: + action_shape = action_space.shape[0] + self.actions = torch.zeros(num_steps, num_processes, action_shape) + if action_space.__class__.__name__ == 'Discrete': + self.actions = self.actions.long() + self.masks = torch.ones(num_steps + 1, num_processes, 1) + + # Masks that indicate whether it's a true terminal state + # or time limit end state + self.bad_masks = torch.ones(num_steps + 1, num_processes, 1) + + self.num_steps = num_steps + self.step = 0 + + def to(self, device): + self.obs = self.obs.to(device) + self.recurrent_hidden_states = self.recurrent_hidden_states.to(device) + self.rewards = self.rewards.to(device) + self.value_preds = self.value_preds.to(device) + self.returns = self.returns.to(device) + self.action_log_probs = self.action_log_probs.to(device) + self.actions = self.actions.to(device) + self.masks = self.masks.to(device) + self.bad_masks = self.bad_masks.to(device) + + def insert(self, obs, recurrent_hidden_states, actions, action_log_probs, + value_preds, rewards, masks, bad_masks): + self.obs[self.step + 1].copy_(obs) + self.recurrent_hidden_states[self.step + + 1].copy_(recurrent_hidden_states) + self.actions[self.step].copy_(actions) + self.action_log_probs[self.step].copy_(action_log_probs) + self.value_preds[self.step].copy_(value_preds) + self.rewards[self.step].copy_(rewards) + self.masks[self.step + 1].copy_(masks) + self.bad_masks[self.step + 1].copy_(bad_masks) + + self.step = (self.step + 1) % self.num_steps + + def after_update(self): + self.obs[0].copy_(self.obs[-1]) + self.recurrent_hidden_states[0].copy_(self.recurrent_hidden_states[-1]) + self.masks[0].copy_(self.masks[-1]) + self.bad_masks[0].copy_(self.bad_masks[-1]) + + def compute_returns(self, + next_value, + use_gae, + gamma, + gae_lambda, + use_proper_time_limits=True): + if use_proper_time_limits: + if use_gae: + self.value_preds[-1] = next_value + gae = 0 + for step in reversed(range(self.rewards.size(0))): + delta = self.rewards[step] + gamma * self.value_preds[ + step + 1] * self.masks[step + + 1] - self.value_preds[step] + gae = delta + gamma * gae_lambda * self.masks[step + + 1] * gae + gae = gae * self.bad_masks[step + 1] + self.returns[step] = gae + self.value_preds[step] + else: + self.returns[-1] = next_value + for step in reversed(range(self.rewards.size(0))): + self.returns[step] = (self.returns[step + 1] * \ + gamma * self.masks[step + 1] + self.rewards[step]) * self.bad_masks[step + 1] \ + + (1 - self.bad_masks[step + 1]) * self.value_preds[step] + else: + if use_gae: + self.value_preds[-1] = next_value + gae = 0 + for step in reversed(range(self.rewards.size(0))): + delta = self.rewards[step] + gamma * self.value_preds[ + step + 1] * self.masks[step + + 1] - self.value_preds[step] + gae = delta + gamma * gae_lambda * self.masks[step + + 1] * gae + self.returns[step] = gae + self.value_preds[step] + else: + self.returns[-1] = next_value + for step in reversed(range(self.rewards.size(0))): + self.returns[step] = self.returns[step + 1] * \ + gamma * self.masks[step + 1] + self.rewards[step] + + def feed_forward_generator(self, + advantages, + num_mini_batch=None, + mini_batch_size=None): + num_steps, num_processes = self.rewards.size()[0:2] + batch_size = num_processes * num_steps + + if mini_batch_size is None: + assert batch_size >= num_mini_batch, ( + "PPO requires the number of processes ({}) " + "* number of steps ({}) = {} " + "to be greater than or equal to the number of PPO mini batches ({})." + "".format(num_processes, num_steps, num_processes * num_steps, + num_mini_batch)) + mini_batch_size = batch_size // num_mini_batch + sampler = BatchSampler( + SubsetRandomSampler(range(batch_size)), + mini_batch_size, + drop_last=True) + for indices in sampler: + obs_batch = self.obs[:-1].view(-1, *self.obs.size()[2:])[indices] + recurrent_hidden_states_batch = self.recurrent_hidden_states[:-1].view( + -1, self.recurrent_hidden_states.size(-1))[indices] + actions_batch = self.actions.view(-1, + self.actions.size(-1))[indices] + value_preds_batch = self.value_preds[:-1].view(-1, 1)[indices] + return_batch = self.returns[:-1].view(-1, 1)[indices] + masks_batch = self.masks[:-1].view(-1, 1)[indices] + old_action_log_probs_batch = self.action_log_probs.view(-1, + 1)[indices] + if advantages is None: + adv_targ = None + else: + adv_targ = advantages.view(-1, 1)[indices] + + yield obs_batch, recurrent_hidden_states_batch, actions_batch, \ + value_preds_batch, return_batch, masks_batch, old_action_log_probs_batch, adv_targ + + def recurrent_generator(self, advantages, num_mini_batch): + num_processes = self.rewards.size(1) + assert num_processes >= num_mini_batch, ( + "PPO requires the number of processes ({}) " + "to be greater than or equal to the number of " + "PPO mini batches ({}).".format(num_processes, num_mini_batch)) + num_envs_per_batch = num_processes // num_mini_batch + perm = torch.randperm(num_processes) + for start_ind in range(0, num_processes, num_envs_per_batch): + obs_batch = [] + recurrent_hidden_states_batch = [] + actions_batch = [] + value_preds_batch = [] + return_batch = [] + masks_batch = [] + old_action_log_probs_batch = [] + adv_targ = [] + + for offset in range(num_envs_per_batch): + ind = perm[start_ind + offset] + obs_batch.append(self.obs[:-1, ind]) + recurrent_hidden_states_batch.append( + self.recurrent_hidden_states[0:1, ind]) + actions_batch.append(self.actions[:, ind]) + value_preds_batch.append(self.value_preds[:-1, ind]) + return_batch.append(self.returns[:-1, ind]) + masks_batch.append(self.masks[:-1, ind]) + old_action_log_probs_batch.append( + self.action_log_probs[:, ind]) + adv_targ.append(advantages[:, ind]) + + T, N = self.num_steps, num_envs_per_batch + # These are all tensors of size (T, N, -1) + obs_batch = torch.stack(obs_batch, 1) + actions_batch = torch.stack(actions_batch, 1) + value_preds_batch = torch.stack(value_preds_batch, 1) + return_batch = torch.stack(return_batch, 1) + masks_batch = torch.stack(masks_batch, 1) + old_action_log_probs_batch = torch.stack( + old_action_log_probs_batch, 1) + adv_targ = torch.stack(adv_targ, 1) + + # States is just a (N, -1) tensor + recurrent_hidden_states_batch = torch.stack( + recurrent_hidden_states_batch, 1).view(N, -1) + + # Flatten the (T, N, ...) tensors to (T * N, ...) + obs_batch = _flatten_helper(T, N, obs_batch) + actions_batch = _flatten_helper(T, N, actions_batch) + value_preds_batch = _flatten_helper(T, N, value_preds_batch) + return_batch = _flatten_helper(T, N, return_batch) + masks_batch = _flatten_helper(T, N, masks_batch) + old_action_log_probs_batch = _flatten_helper(T, N, \ + old_action_log_probs_batch) + adv_targ = _flatten_helper(T, N, adv_targ) + + yield obs_batch, recurrent_hidden_states_batch, actions_batch, \ + value_preds_batch, return_batch, masks_batch, old_action_log_probs_batch, adv_targ diff --git a/WDAIL/ppo_wdail_BL/tools/utils.py b/WDAIL/ppo_wdail_BL/tools/utils.py new file mode 100644 index 0000000..801b28c --- /dev/null +++ b/WDAIL/ppo_wdail_BL/tools/utils.py @@ -0,0 +1,65 @@ +import glob +import os + +import torch +import torch.nn as nn + +from ..tools.envs import VecNormalize + + +# Get a render function +def get_render_func(venv): + if hasattr(venv, 'envs'): + return venv.envs[0].render + elif hasattr(venv, 'venv'): + return get_render_func(venv.venv) + elif hasattr(venv, 'env'): + return get_render_func(venv.env) + + return None + + +def get_vec_normalize(venv): + if isinstance(venv, VecNormalize): + return venv + elif hasattr(venv, 'venv'): + return get_vec_normalize(venv.venv) + + return None + + +# Necessary for my KFAC implementation. +class AddBias(nn.Module): + def __init__(self, bias): + super(AddBias, self).__init__() + self._bias = nn.Parameter(bias.unsqueeze(1)) + + def forward(self, x): + if x.dim() == 2: + bias = self._bias.t().view(1, -1) + else: + bias = self._bias.t().view(1, -1, 1, 1) + + return x + bias + + +def update_linear_schedule(optimizer, epoch, total_num_epochs, initial_lr): + """Decreases the learning rate linearly""" + lr = initial_lr - (initial_lr * (epoch / float(total_num_epochs))) + for param_group in optimizer.param_groups: + param_group['lr'] = lr + + +def init(module, weight_init, bias_init, gain=1): + weight_init(module.weight.data, gain=gain) + bias_init(module.bias.data) + return module + + +def cleanup_log_dir(log_dir): + try: + os.makedirs(log_dir) + except OSError: + files = glob.glob(os.path.join(log_dir, '*.monitor.csv')) + for f in files: + os.remove(f) diff --git a/WDAIL/ppo_wdail_BL/tools/utli.py b/WDAIL/ppo_wdail_BL/tools/utli.py new file mode 100644 index 0000000..2caba5f --- /dev/null +++ b/WDAIL/ppo_wdail_BL/tools/utli.py @@ -0,0 +1,265 @@ +import pandas as pd +import os +import numpy as np +import torch +import config + +# writer = SummaryWriter() +writer = [] + + + + + +results4train = { + 'Train reward': 0.0, + 'Train steps':0, +} + +results4train_test = { + 'Train reward': 0.0, + 'Train steps': 0, + 'min reward in episodes':0, + 'max reward in episodes':0, + 'mean reward in episodes':0, +} +def recordTrainResults_test(results, time_step): + results4train_test['Train reward'] = results[0] + results4train_test['Train steps'] = results[1] + results4train_test['min reward in episodes'] = results[2] + results4train_test['max reward in episodes'] = results[3] + results4train_test['mean reward in episodes'] = results[4] + + write2tensorboard(results=results4train_test, time_step=time_step) + + + +results4evaluate = { + 'Evaluate mean reward': 0.0, + 'Evaluate mean steps': 0, + 'Window Evaluate reward': 0.0 +} + + + +count_model = 0 + +results4loss = { + 'ppo_value': 0.0, + 'ppo_loss': 0.0, + 'ppo_entropy': 0.0, + 'ppo_total_loss': 0.0 +} +def recordLossResults(results, time_step): + results4loss['ppo_value'] = results[0] + results4loss['ppo_loss'] = results[1] + results4loss['ppo_entropy'] = results[2] + results4loss['ppo_total_loss'] = results[3] + + write2tensorboard(results=results4loss, time_step=time_step) + + +results4td3loss = { + 'learning rate decay': 0.0, + 'critic_loss': 0.0, + 'actor_loss': 0.0 +} +def recordTD3LossResults(results, time_step): + results4td3loss['learning rate decay'] = results[0] + results4td3loss['critic_loss'] = results[1] + results4td3loss['actor_loss'] = results[2] + + write2tensorboard(results=results4td3loss, time_step=time_step) + +results4Disloss = { + 'dis_loss': 0.0, + 'dis_gp': 0.0, + 'dis_entropy': 0.0, + 'dis_total_loss': 0.0 +} +def recordDisLossResults(results, time_step): + results4Disloss['dis_loss'] = results[0] + results4Disloss['dis_gp'] = results[1] + results4Disloss['dis_entropy'] = results[2] + results4Disloss['dis_total_loss'] = results[3] + + write2tensorboard(results=results4Disloss, time_step=time_step) + +def recordTrainResults(results, time_step): + + results4train['Train reward'] = results[0] + results4train['Train steps'] = results[1] + + write2tensorboard(results=results4train, time_step=time_step) + + +results4train_gail = { + 'Train reward': 0.0, + 'Train steps': 0, + 'Expert reward': 0.0, +} +def recordTrainResults_gail(results, time_step): + results4train_gail['Train reward'] = results[0] + results4train_gail['Train steps'] = results[1] + results4train_gail['Expert reward'] = results[2] + + write2tensorboard(results=results4train_gail, time_step=time_step) + + + +def recordEvaluateResults(results, time_step): + results4evaluate['Evaluate mean reward'] = results[0] + results4evaluate['Evaluate mean steps'] = results[1] + results4evaluate['Window Evaluate reward'] = results[2] + + write2tensorboard(results=results4evaluate, time_step=time_step) + +def write2tensorboard(results, time_step): + titles = results.keys() + for title in titles: + writer.add_scalar(title, results[title], time_step) + +def store_results(evaluations, number_of_timesteps, cl_args, S_time=0, E_time=3600): + """Store the results of a run. + + Args: + evaluations: + number_of_timesteps (int): + loss_aggregate (str): The name of the loss aggregation used. (sum or mean) + loss_function (str): The name of the loss function used. + + Returns: + None + """ + + df = pd.DataFrame.from_records(evaluations) + number_of_trajectories = len(evaluations[0]) - 1 + columns = ["reward_{}".format(i) for i in range(number_of_trajectories)] + columns.append("timestep") + df.columns = columns + log_save_name = Log_save_name(cl_args) + # timestamp = time.time() + timestamp = np.around((E_time-S_time)/3600,2) + results_fname = 'FinalEvaluation_'+log_save_name+'_tsteps_{}_consume_time_{}_results.csv'\ + .format(number_of_timesteps, + timestamp) + df.to_csv(str(config.results_dir / results_fname)) + + +def Save_model_dir(algo_id, env_id): + fname = '{}_{}'.format(algo_id, env_id) + # dir_rela = os.path.join(config.trained_model_dir_rela,fname) + dir_abs = config.trained_model_dir/fname + + if not dir_abs.is_dir(): + dir_abs.mkdir() + + return dir_abs + +def Save_trained_model(count, num, model, model_dir, save_condition, eprewmean, reward_window4Evaluate): + + # if eprewmean >= save_condition: + if eprewmean >= save_condition and reward_window4Evaluate[-1] >= save_condition: + count += 1 + model_fname = 'Trained_model_{}.pt'.format(count) + path = os.path.join(model_dir, model_fname) + # torch.save(model.state_dict(), path) + torch.save(model.state_dict(), path) + print('********************************************************') + print('Save model Train mean reward {:.2f}'.format(eprewmean)) + print('Save model Evaluate mean reward {:.2f}'.format(np.mean(reward_window4Evaluate))) + print('********************************************************') + if count >= num: + count = 0 + + return count + + + +def Log_save_name(cl_args): + + save_name = cl_args.algo_id + '_' + cl_args.env_name + \ + '_hidden_{}_lr_{}_nstep_{}_batch_size_{}_ppo_epoch_{}_total_steps_{}'\ + .format(cl_args.hidden_size, + cl_args.lr, + cl_args.nsteps, + cl_args.batch_size, + cl_args.ppo_epoch, + int(cl_args.total_steps) + ) + return save_name + +def Log_save_name4gail(cl_args): + + save_name = cl_args.algo + '_' + cl_args.env_name + \ + '_seed_{}_num_trajs_{}_subsample_frequency_{}_reward_type_{}_update_rms_{}_gail_{}_{}_{}_{}'\ + .format(cl_args.seed, + cl_args.num_trajs, + cl_args.subsample_frequency, + cl_args.reward_type, + int(cl_args.update_rms), + cl_args.gail_batch_size, + cl_args.gail_thre, + cl_args.gail_pre_epoch, + cl_args.gail_epoch + ) + return save_name + +def get_train_dir(cl_args): + save_name = Log_save_name(cl_args) + train_dir = config.results_dir / save_name + return train_dir + +class Write_Result(object): + def __init__(self, cl_args): + save_name = Log_save_name4gail(cl_args) + self.train_name = 'Train_' + save_name + '.txt' + self.eval_name = 'Eval_' + save_name + '.txt' + self.path = config.results_dir + self.results4train = results4train_gail + self.results4evaluate = results4evaluate + self.initTrain() + self.initEval() + + + def initTrain(self): + names = self.results4train.keys() + with open(os.path.join(self.path, self.train_name), 'w') as Record_f: + Record_f.write('Time_step' + '\t') + for name in names: + Record_f.write(name + '\t') + Record_f.write('Other' + '\n') + + + def initEval(self): + names = self.results4evaluate.keys() + with open(os.path.join(self.path, self.eval_name), 'w') as Record_f: + Record_f.write('Time_step' + '\t') + for name in names: + Record_f.write(name + '\t') + Record_f.write('Other' + '\n') + + def step_train(self, time_step): + results = self.results4train + names = results.keys() + with open(os.path.join(self.path, self.train_name), 'a') as Record_f: + Record_f.write(str(time_step) + '\t') + for name in names: + Record_f.write(str(np.around(results[name], decimals=4)) + '\t') + Record_f.write(str(0) + '\n') + + def step_eval(self, time_step): + results = self.results4evaluate + names = results.keys() + with open(os.path.join(self.path, self.train_name), 'a') as Record_f: + Record_f.write(str(time_step) + '\t') + for name in names: + Record_f.write(str(results[name]) + '\t') + Record_f.write(str(0) + '\n') + +def update_linear_schedule(optimizer, epoch, total_num_epochs, initial_lr): + """Decreases the learning rate linearly""" + lr = initial_lr - (initial_lr * (epoch / float(total_num_epochs))) + for param_group in optimizer.param_groups: + param_group['lr'] = lr + diff --git a/WDAIL/ppo_wdail_BL/wdail_halfcheetah.py b/WDAIL/ppo_wdail_BL/wdail_halfcheetah.py new file mode 100644 index 0000000..3b59755 --- /dev/null +++ b/WDAIL/ppo_wdail_BL/wdail_halfcheetah.py @@ -0,0 +1,215 @@ +"""The main framwork for this work. +See README for usage. +""" + +import argparse +import torch + +try: + from mpi4py import MPI +except ImportError: + MPI = None +import os +import sys +sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) + +# set key parameters +def argsparser(): + parser = argparse.ArgumentParser("WDAIL") + parser.add_argument('--env_name', help='environment ID', default='HalfCheetah-v1') + parser.add_argument('--algo', help='algorithm ID', default='WDAIL') + parser.add_argument('--log-dir', default='/tmp/gym/', help='directory to save agent logs (default: /tmp/gym)') + # general + parser.add_argument('--total_steps', help='total steps', type=int, default=10e6) + parser.add_argument('--num_env_steps', help='total steps', type=int, default=10e6) + parser.add_argument('--evaluate_every', help='evaluate every', type=int, default=2e10) + parser.add_argument('--save_condition', help='save_condition', type=int, default=1000) + parser.add_argument('--num_model', help='num_model', type=int, default=10) + parser.add_argument('--use_device', help='use_device', type=bool, default=True) + parser.add_argument('--cuda', help='num_model', type=int, default=0) + parser.add_argument('--seed', help='seed', type=int, default=5) + parser.add_argument('--use_linear_lr_decay', help='use linear lr decay', type=bool, default=True) + parser.add_argument('--recurrent-policy', action='store_true', default=False, help='use a recurrent policy') + + #ppo + parser.add_argument('--num_processes', help='num_processes', type=int, default=1) + parser.add_argument('--num-steps', help='num-steps', type=int, default=2048) + parser.add_argument('--lr', help='learning rate', type=float, default=3e-4) + parser.add_argument('--batch_size', help='batch size', type=int, default=64) + parser.add_argument('--ppo_epoch', help='ppo epoch num', type=int, default=10) + parser.add_argument('--hidden_size', help='hidden size', type=int, default=64) + parser.add_argument('--ppo_entcoeff', help='entropy coefficiency of policy', type=float, default=1e-3) #default=1e-3 + parser.add_argument('--ppo_obs_norm', help='ppo_vec_norm', type=bool, default=True) + parser.add_argument('--num-mini-batch', type=int, default=32, help='number of batches for ppo (default: 32)') + parser.add_argument('--clip-param', type=float, default=0.2, help='ppo clip parameter (default: 0.2)') + parser.add_argument('--eps', type=float, default=1e-5, help='RMSprop optimizer epsilon (default: 1e-5)') + parser.add_argument('--alpha', type=float, default=0.99, help='RMSprop optimizer apha (default: 0.99)') + parser.add_argument('--gamma', type=float, default=0.99, help='discount factor for rewards (default: 0.99)') + parser.add_argument('--use-gae', action='store_true', default=True, help='use generalized advantage estimation') + parser.add_argument('--gae-lambda', type=float, default=0.95, help='gae lambda parameter (default: 0.95)') + parser.add_argument('--entropy-coef', type=float, default=0.00, help='entropy term coefficient (default: 0.01)') + parser.add_argument('--value-loss-coef', type=float, default=0.5, help='value loss coefficient (default: 0.5)') + parser.add_argument('--max-grad-norm', type=float, default=0.5, help='max norm of gradients (default: 0.5)') + + # #gail + parser.add_argument('--gail', help='if gail', type=bool, default=True) + parser.add_argument('--expert_path', help='trajs path', type=str, default='../data/baseline/stochastic.trpo.HalfCheetah.0.00.npz') + # parser.add_argument('--expert_path', help='trajs path', type=str, default='../data/baseline/deterministic.trpo.HalfCheetah.0.00.npz') + # parser.add_argument('--expert_path', help='trajs path', type=str, default='../data/ikostirkov/trajs_ant.h5') + parser.add_argument('--gail-experts-dir',default='./gail_experts', help='directory that contains expert demonstrations for gail') + parser.add_argument('--gail_batch_size', type=int, default=128, help='gail batch size (default: 128)') + parser.add_argument('--gail_thre', help='number of steps to train discriminator in each epoch', type=int, default=10) + parser.add_argument('--gail_pre_epoch', help='number of steps to train discriminator in each epoch', type=int, default=100) + parser.add_argument('--gail_epoch', help='number of steps to train discriminator in each epoch', type=int, default=5) + parser.add_argument('--num_trajs', help='num trajs', type=int, default=5) + parser.add_argument('--subsample_frequency', help='num trajs', type=int, default=1) + parser.add_argument('--adversary_entcoeff', help='entropy coefficiency of discriminator', type=float, default=1e-3) + parser.add_argument('--use-proper-time-limits', action='store_true', default=True, help='compute returns taking into account time limits') + parser.add_argument('--log-interval', type=int, default=1, help='log interval, one log per n updates (default: 10)') + + parser.add_argument('--reward_type', type=int, default=0, help='0,1,2,3,4') + parser.add_argument('--update_rms', type=bool, default=True, help='False or True') + + + return parser.parse_args() + +def train(args): + + # from ppo_gail_iko.algo.ppo4multienvs import PPO, ReplayBuffer + from ppo_wdail_BL.algo.ppo import PPO + from ppo_wdail_BL.tools.storage import RolloutStorage + from ppo_wdail_BL.tools.model import Policy + + from ppo_wdail_BL.algo.wdgail import Discriminator, ExpertDataset + from ppo_wdail_BL.algo.mujoco_dset_zm_base import Mujoco_Dset + + from ppo_wdail_BL.tools.learn import gailLearning_mujoco_origin, gailLearning_mujoco_BL + from ppo_wdail_BL.tools.envs import make_vec_envs + + from ppo_wdail_BL.tools import utli + from ppo_wdail_BL.tools import utils + + from collections import deque + import time + import numpy as np + + + # from nets.network import ActorCritic_mujoco as ActorCritic + cl_args = args + np.random.seed(args.seed) + torch.manual_seed(args.seed) + torch.cuda.manual_seed_all(args.seed) + + # if args.cuda and torch.cuda.is_available() and args.cuda_deterministic: + # torch.backends.cudnn.benchmark = False + # torch.backends.cudnn.deterministic = True + + log_dir = os.path.expanduser(args.log_dir) + eval_log_dir = log_dir + "_eval" + utils.cleanup_log_dir(log_dir) + utils.cleanup_log_dir(eval_log_dir) + + torch.set_num_threads(1) + + device = torch.device('cuda:'+ str(cl_args.cuda) if torch.cuda.is_available() else 'cpu') + # device = torch.device('cpu') + + envs = make_vec_envs(args.env_name, args.seed, args.num_processes, + args.gamma, args.log_dir, device, False) + + # envs_eval = make_vec_envs(args.env_name, args.seed, args.num_processes, + # args.gamma, args.log_dir, device, False) + envs_eval = [] + temp = envs.observation_space.shape + # network + actor_critic = Policy( + envs.observation_space.shape, + envs.action_space, + base_kwargs={'recurrent': args.recurrent_policy}) + actor_critic.to(device) + + agent = PPO( + actor_critic, + args.clip_param, + args.ppo_epoch, + args.num_mini_batch, + args.value_loss_coef, + args.entropy_coef, + lr=args.lr, + eps=args.eps, + max_grad_norm=args.max_grad_norm) + + # discriminator + discr = Discriminator(envs.observation_space.shape[0] + envs.action_space.shape[0], 100, device, args.reward_type, args.update_rms) + + # file_name = os.path.join( + # args.gail_experts_dir, "trajs_{}.pt".format( + # args.env_name.split('-')[0].lower())) + # + # gail_train_loader = torch.utils.data.DataLoader( + # ExpertDataset( + # file_name, num_trajectories=args.num_trajs, subsample_frequency=args.subsample_frequency), + # batch_size=args.gail_batch_size, + # shuffle=True, + # drop_last=True) + + # The buffer + rollouts = RolloutStorage(args.num_steps, args.num_processes, + envs.observation_space.shape, envs.action_space, + actor_critic.recurrent_hidden_state_size) + + # The buffer for the expert -> refer to dataset/mujoco_dset.py + # expert_path = cl_args.expert_path+cl_args.env_id+".h5" + expert_buffer = Mujoco_Dset(cl_args.expert_path, traj_limitation=cl_args.num_trajs, subsample_frequency=args.subsample_frequency) + + + model = gailLearning_mujoco_BL(cl_args=cl_args, + envs=envs, + envs_eval=envs_eval, + actor_critic=actor_critic, + agent=agent, + discriminator=discr, + rollouts=rollouts, + expert_buffer=expert_buffer, + device=device, + utli=utli) + + return 0 + + +def main(args): + + model, env = train(args) + + # if args.play: + # + # obs = env.reset() + # + # state = model.initial_state if hasattr(model, 'initial_state') else None + # dones = np.zeros((1,)) + # + # episode_rew = 0 + # while True: + # if state is not None: + # actions, _, state, _ = model.step(obs,S=state, M=dones) + # else: + # actions, _, _, _ = model.step(obs) + # + # obs, rew, done, _ = env.step(actions) + # episode_rew += rew[0] if isinstance(env, VecEnv) else rew + # env.render() + # done = done.any() if isinstance(done, np.ndarray) else done + # if done: + # print(f'episode_rew={episode_rew}') + # episode_rew = 0 + # obs = env.reset() + # + # env.close() + + return model + +if __name__ == '__main__': + + args = argsparser() + main(args) + diff --git a/WDAIL/ppo_wdail_BL/wdail_hopper.py b/WDAIL/ppo_wdail_BL/wdail_hopper.py new file mode 100644 index 0000000..a4cd07f --- /dev/null +++ b/WDAIL/ppo_wdail_BL/wdail_hopper.py @@ -0,0 +1,214 @@ +"""The main framwork for this work. +See README for usage. +""" + +import argparse +import torch + +try: + from mpi4py import MPI +except ImportError: + MPI = None +import os +import sys +sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) + +# set key parameters +def argsparser(): + parser = argparse.ArgumentParser("WDAIL") + parser.add_argument('--env_name', help='environment ID', default='Hopper-v2') + parser.add_argument('--algo', help='algorithm ID', default='WDAIL') + parser.add_argument('--log-dir', default='/tmp/gym/', help='directory to save agent logs (default: /tmp/gym)') + # general + parser.add_argument('--total_steps', help='total steps', type=int, default=10e6) + parser.add_argument('--num_env_steps', help='total steps', type=int, default=10e6) + parser.add_argument('--evaluate_every', help='evaluate every', type=int, default=2e10) + parser.add_argument('--save_condition', help='save_condition', type=int, default=1000) + parser.add_argument('--num_model', help='num_model', type=int, default=10) + parser.add_argument('--use_device', help='use_device', type=bool, default=True) + parser.add_argument('--cuda', help='num_model', type=int, default=0) + parser.add_argument('--seed', help='seed', type=int, default=1) + parser.add_argument('--use_linear_lr_decay', help='use linear lr decay', type=bool, default=True) + parser.add_argument('--recurrent-policy', action='store_true', default=False, help='use a recurrent policy') + + #ppo + parser.add_argument('--num_processes', help='num_processes', type=int, default=1) + parser.add_argument('--num-steps', help='num-steps', type=int, default=2048) + parser.add_argument('--lr', help='learning rate', type=float, default=3e-4) + parser.add_argument('--batch_size', help='batch size', type=int, default=64) + parser.add_argument('--ppo_epoch', help='ppo epoch num', type=int, default=10) + parser.add_argument('--hidden_size', help='hidden size', type=int, default=64) + parser.add_argument('--ppo_entcoeff', help='entropy coefficiency of policy', type=float, default=1e-3) #default=1e-3 + parser.add_argument('--ppo_obs_norm', help='ppo_vec_norm', type=bool, default=True) + parser.add_argument('--num-mini-batch', type=int, default=32, help='number of batches for ppo (default: 32)') + parser.add_argument('--clip-param', type=float, default=0.2, help='ppo clip parameter (default: 0.2)') + parser.add_argument('--eps', type=float, default=1e-5, help='RMSprop optimizer epsilon (default: 1e-5)') + parser.add_argument('--alpha', type=float, default=0.99, help='RMSprop optimizer apha (default: 0.99)') + parser.add_argument('--gamma', type=float, default=0.99, help='discount factor for rewards (default: 0.99)') + parser.add_argument('--use-gae', action='store_true', default=True, help='use generalized advantage estimation') + parser.add_argument('--gae-lambda', type=float, default=0.95, help='gae lambda parameter (default: 0.95)') + parser.add_argument('--entropy-coef', type=float, default=0.00, help='entropy term coefficient (default: 0.01)') + parser.add_argument('--value-loss-coef', type=float, default=0.5, help='value loss coefficient (default: 0.5)') + parser.add_argument('--max-grad-norm', type=float, default=0.5, help='max norm of gradients (default: 0.5)') + + # #gail + parser.add_argument('--gail', help='if gail', type=bool, default=True) + parser.add_argument('--expert_path', help='trajs path', type=str, default='../data/baseline/deterministic.trpo.Hopper.0.00.npz') + # parser.add_argument('--expert_path', help='trajs path', type=str, default='../data/ikostirkov/trajs_ant.h5') + parser.add_argument('--gail-experts-dir',default='./gail_experts', help='directory that contains expert demonstrations for gail') + parser.add_argument('--gail_batch_size', type=int, default=128, help='gail batch size (default: 128)') + parser.add_argument('--gail_thre', help='number of steps to train discriminator in each epoch', type=int, default=10) + parser.add_argument('--gail_pre_epoch', help='number of steps to train discriminator in each epoch', type=int, default=100) + parser.add_argument('--gail_epoch', help='number of steps to train discriminator in each epoch', type=int, default=5) + parser.add_argument('--num_trajs', help='num trajs', type=int, default=4) + parser.add_argument('--subsample_frequency', help='num trajs', type=int, default=20) + parser.add_argument('--adversary_entcoeff', help='entropy coefficiency of discriminator', type=float, default=1e-3) + parser.add_argument('--use-proper-time-limits', action='store_true', default=True, help='compute returns taking into account time limits') + parser.add_argument('--log-interval', type=int, default=1, help='log interval, one log per n updates (default: 10)') + + parser.add_argument('--reward_type', type=int, default=0, help='0,1,2,3,4') + parser.add_argument('--update_rms', type=bool, default=False, help='False or True') + + + return parser.parse_args() + +def train(args): + + # from ppo_gail_iko.algo.ppo4multienvs import PPO, ReplayBuffer + from ppo_wdail_BL.algo.ppo import PPO + from ppo_wdail_BL.tools.storage import RolloutStorage + from ppo_wdail_BL.tools.model import Policy + + from ppo_wdail_BL.algo.wdgail import Discriminator, ExpertDataset + from ppo_wdail_BL.algo.mujoco_dset_zm_base import Mujoco_Dset + + from ppo_wdail_BL.tools.learn import gailLearning_mujoco_origin, gailLearning_mujoco_BL + from ppo_wdail_BL.tools.envs import make_vec_envs + + from ppo_wdail_BL.tools import utli + from ppo_wdail_BL.tools import utils + + from collections import deque + import time + import numpy as np + + + # from nets.network import ActorCritic_mujoco as ActorCritic + cl_args = args + np.random.seed(args.seed) + torch.manual_seed(args.seed) + torch.cuda.manual_seed_all(args.seed) + + # if args.cuda and torch.cuda.is_available() and args.cuda_deterministic: + # torch.backends.cudnn.benchmark = False + # torch.backends.cudnn.deterministic = True + + log_dir = os.path.expanduser(args.log_dir) + eval_log_dir = log_dir + "_eval" + utils.cleanup_log_dir(log_dir) + utils.cleanup_log_dir(eval_log_dir) + + torch.set_num_threads(1) + + device = torch.device('cuda:'+ str(cl_args.cuda) if torch.cuda.is_available() else 'cpu') + # device = torch.device('cpu') + + envs = make_vec_envs(args.env_name, args.seed, args.num_processes, + args.gamma, args.log_dir, device, False) + + # envs_eval = make_vec_envs(args.env_name, args.seed, args.num_processes, + # args.gamma, args.log_dir, device, False) + envs_eval = [] + + # network + actor_critic = Policy( + envs.observation_space.shape, + envs.action_space, + base_kwargs={'recurrent': args.recurrent_policy}) + actor_critic.to(device) + + agent = PPO( + actor_critic, + args.clip_param, + args.ppo_epoch, + args.num_mini_batch, + args.value_loss_coef, + args.entropy_coef, + lr=args.lr, + eps=args.eps, + max_grad_norm=args.max_grad_norm) + + # discriminator + discr = Discriminator(envs.observation_space.shape[0] + envs.action_space.shape[0], 100, device, args.reward_type, args.update_rms) + + # file_name = os.path.join( + # args.gail_experts_dir, "trajs_{}.pt".format( + # args.env_name.split('-')[0].lower())) + # + # gail_train_loader = torch.utils.data.DataLoader( + # ExpertDataset( + # file_name, num_trajectories=args.num_trajs, subsample_frequency=args.subsample_frequency), + # batch_size=args.gail_batch_size, + # shuffle=True, + # drop_last=True) + + # The buffer + rollouts = RolloutStorage(args.num_steps, args.num_processes, + envs.observation_space.shape, envs.action_space, + actor_critic.recurrent_hidden_state_size) + + # The buffer for the expert -> refer to dataset/mujoco_dset.py + # expert_path = cl_args.expert_path+cl_args.env_id+".h5" + expert_buffer = Mujoco_Dset(cl_args.expert_path, traj_limitation=cl_args.num_trajs, subsample_frequency=args.subsample_frequency) + + + model = gailLearning_mujoco_BL(cl_args=cl_args, + envs=envs, + envs_eval=envs_eval, + actor_critic=actor_critic, + agent=agent, + discriminator=discr, + rollouts=rollouts, + expert_buffer=expert_buffer, + device=device, + utli=utli) + + return 0 + + +def main(args): + + model, env = train(args) + + # if args.play: + # + # obs = env.reset() + # + # state = model.initial_state if hasattr(model, 'initial_state') else None + # dones = np.zeros((1,)) + # + # episode_rew = 0 + # while True: + # if state is not None: + # actions, _, state, _ = model.step(obs,S=state, M=dones) + # else: + # actions, _, _, _ = model.step(obs) + # + # obs, rew, done, _ = env.step(actions) + # episode_rew += rew[0] if isinstance(env, VecEnv) else rew + # env.render() + # done = done.any() if isinstance(done, np.ndarray) else done + # if done: + # print(f'episode_rew={episode_rew}') + # episode_rew = 0 + # obs = env.reset() + # + # env.close() + + return model + +if __name__ == '__main__': + + args = argsparser() + main(args) + diff --git a/WDAIL/ppo_wdail_BL/wdail_humanoid.py b/WDAIL/ppo_wdail_BL/wdail_humanoid.py new file mode 100644 index 0000000..48b1b47 --- /dev/null +++ b/WDAIL/ppo_wdail_BL/wdail_humanoid.py @@ -0,0 +1,214 @@ +"""The main framwork for this work. +See README for usage. +""" + +import argparse +import torch + +try: + from mpi4py import MPI +except ImportError: + MPI = None +import os +import sys +sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) + +# set key parameters +def argsparser(): + parser = argparse.ArgumentParser("WDAIL") + parser.add_argument('--env_name', help='environment ID', default='Humanoid-v1') + parser.add_argument('--algo', help='algorithm ID', default='WDAIL') + parser.add_argument('--log-dir', default='/tmp/gym/', help='directory to save agent logs (default: /tmp/gym)') + # general + parser.add_argument('--total_steps', help='total steps', type=int, default=10e6) + parser.add_argument('--num_env_steps', help='total steps', type=int, default=10e6) + parser.add_argument('--evaluate_every', help='evaluate every', type=int, default=2e10) + parser.add_argument('--save_condition', help='save_condition', type=int, default=1000) + parser.add_argument('--num_model', help='num_model', type=int, default=10) + parser.add_argument('--use_device', help='use_device', type=bool, default=True) + parser.add_argument('--cuda', help='num_model', type=int, default=0) + parser.add_argument('--seed', help='seed', type=int, default=1) + parser.add_argument('--use_linear_lr_decay', help='use linear lr decay', type=bool, default=True) + parser.add_argument('--recurrent-policy', action='store_true', default=False, help='use a recurrent policy') + + #ppo + parser.add_argument('--num_processes', help='num_processes', type=int, default=1) + parser.add_argument('--num-steps', help='num-steps', type=int, default=2048) + parser.add_argument('--lr', help='learning rate', type=float, default=3e-4) + parser.add_argument('--batch_size', help='batch size', type=int, default=64) + parser.add_argument('--ppo_epoch', help='ppo epoch num', type=int, default=10) + parser.add_argument('--hidden_size', help='hidden size', type=int, default=64) + parser.add_argument('--ppo_entcoeff', help='entropy coefficiency of policy', type=float, default=1e-3) #default=1e-3 + parser.add_argument('--ppo_obs_norm', help='ppo_vec_norm', type=bool, default=True) + parser.add_argument('--num-mini-batch', type=int, default=32, help='number of batches for ppo (default: 32)') + parser.add_argument('--clip-param', type=float, default=0.2, help='ppo clip parameter (default: 0.2)') + parser.add_argument('--eps', type=float, default=1e-5, help='RMSprop optimizer epsilon (default: 1e-5)') + parser.add_argument('--alpha', type=float, default=0.99, help='RMSprop optimizer apha (default: 0.99)') + parser.add_argument('--gamma', type=float, default=0.99, help='discount factor for rewards (default: 0.99)') + parser.add_argument('--use-gae', action='store_true', default=True, help='use generalized advantage estimation') + parser.add_argument('--gae-lambda', type=float, default=0.95, help='gae lambda parameter (default: 0.95)') + parser.add_argument('--entropy-coef', type=float, default=0.00, help='entropy term coefficient (default: 0.01)') + parser.add_argument('--value-loss-coef', type=float, default=0.5, help='value loss coefficient (default: 0.5)') + parser.add_argument('--max-grad-norm', type=float, default=0.5, help='max norm of gradients (default: 0.5)') + + # #gail + parser.add_argument('--gail', help='if gail', type=bool, default=True) + parser.add_argument('--expert_path', help='trajs path', type=str, default='../data/baseline/deterministic.trpo.Humanoid.0.00.npz') + # parser.add_argument('--expert_path', help='trajs path', type=str, default='../data/ikostirkov/trajs_ant.h5') + parser.add_argument('--gail-experts-dir',default='./gail_experts', help='directory that contains expert demonstrations for gail') + parser.add_argument('--gail_batch_size', type=int, default=128, help='gail batch size (default: 128)') + parser.add_argument('--gail_thre', help='number of steps to train discriminator in each epoch', type=int, default=10) + parser.add_argument('--gail_pre_epoch', help='number of steps to train discriminator in each epoch', type=int, default=1000) + parser.add_argument('--gail_epoch', help='number of steps to train discriminator in each epoch', type=int, default=5) + parser.add_argument('--num_trajs', help='num trajs', type=int, default=4) + parser.add_argument('--subsample_frequency', help='num trajs', type=int, default=1) + parser.add_argument('--adversary_entcoeff', help='entropy coefficiency of discriminator', type=float, default=1e-3) + parser.add_argument('--use-proper-time-limits', action='store_true', default=True, help='compute returns taking into account time limits') + parser.add_argument('--log-interval', type=int, default=1, help='log interval, one log per n updates (default: 10)') + + parser.add_argument('--reward_type', type=int, default=0, help='0,1,2,3,4') + parser.add_argument('--update_rms', type=bool, default=False, help='False or True') + + + return parser.parse_args() + +def train(args): + + # from ppo_gail_iko.algo.ppo4multienvs import PPO, ReplayBuffer + from ppo_wdail_BL.algo.ppo import PPO + from ppo_wdail_BL.tools.storage import RolloutStorage + from ppo_wdail_BL.tools.model import Policy + + from ppo_wdail_BL.algo.wdgail import Discriminator, ExpertDataset + from ppo_wdail_BL.algo.mujoco_dset_zm_base import Mujoco_Dset + + from ppo_wdail_BL.tools.learn import gailLearning_mujoco_origin, gailLearning_mujoco_BL + from ppo_wdail_BL.tools.envs import make_vec_envs + + from ppo_wdail_BL.tools import utli + from ppo_wdail_BL.tools import utils + + from collections import deque + import time + import numpy as np + + + # from nets.network import ActorCritic_mujoco as ActorCritic + cl_args = args + np.random.seed(args.seed) + torch.manual_seed(args.seed) + torch.cuda.manual_seed_all(args.seed) + + # if args.cuda and torch.cuda.is_available() and args.cuda_deterministic: + # torch.backends.cudnn.benchmark = False + # torch.backends.cudnn.deterministic = True + + log_dir = os.path.expanduser(args.log_dir) + eval_log_dir = log_dir + "_eval" + utils.cleanup_log_dir(log_dir) + utils.cleanup_log_dir(eval_log_dir) + + torch.set_num_threads(1) + + device = torch.device('cuda:'+ str(cl_args.cuda) if torch.cuda.is_available() else 'cpu') + # device = torch.device('cpu') + + envs = make_vec_envs(args.env_name, args.seed, args.num_processes, + args.gamma, args.log_dir, device, False) + + # envs_eval = make_vec_envs(args.env_name, args.seed, args.num_processes, + # args.gamma, args.log_dir, device, False) + envs_eval = [] + + # network + actor_critic = Policy( + envs.observation_space.shape, + envs.action_space, + base_kwargs={'recurrent': args.recurrent_policy}) + actor_critic.to(device) + + agent = PPO( + actor_critic, + args.clip_param, + args.ppo_epoch, + args.num_mini_batch, + args.value_loss_coef, + args.entropy_coef, + lr=args.lr, + eps=args.eps, + max_grad_norm=args.max_grad_norm) + + # discriminator + discr = Discriminator(envs.observation_space.shape[0] + envs.action_space.shape[0], 300, device, args.reward_type, args.update_rms) + + # file_name = os.path.join( + # args.gail_experts_dir, "trajs_{}.pt".format( + # args.env_name.split('-')[0].lower())) + # + # gail_train_loader = torch.utils.data.DataLoader( + # ExpertDataset( + # file_name, num_trajectories=args.num_trajs, subsample_frequency=args.subsample_frequency), + # batch_size=args.gail_batch_size, + # shuffle=True, + # drop_last=True) + + # The buffer + rollouts = RolloutStorage(args.num_steps, args.num_processes, + envs.observation_space.shape, envs.action_space, + actor_critic.recurrent_hidden_state_size) + + # The buffer for the expert -> refer to dataset/mujoco_dset.py + # expert_path = cl_args.expert_path+cl_args.env_id+".h5" + expert_buffer = Mujoco_Dset(cl_args.expert_path, traj_limitation=cl_args.num_trajs, subsample_frequency=args.subsample_frequency) + + + model = gailLearning_mujoco_BL(cl_args=cl_args, + envs=envs, + envs_eval=envs_eval, + actor_critic=actor_critic, + agent=agent, + discriminator=discr, + rollouts=rollouts, + expert_buffer=expert_buffer, + device=device, + utli=utli) + + return 0 + + +def main(args): + + model, env = train(args) + + # if args.play: + # + # obs = env.reset() + # + # state = model.initial_state if hasattr(model, 'initial_state') else None + # dones = np.zeros((1,)) + # + # episode_rew = 0 + # while True: + # if state is not None: + # actions, _, state, _ = model.step(obs,S=state, M=dones) + # else: + # actions, _, _, _ = model.step(obs) + # + # obs, rew, done, _ = env.step(actions) + # episode_rew += rew[0] if isinstance(env, VecEnv) else rew + # env.render() + # done = done.any() if isinstance(done, np.ndarray) else done + # if done: + # print(f'episode_rew={episode_rew}') + # episode_rew = 0 + # obs = env.reset() + # + # env.close() + + return model + +if __name__ == '__main__': + + args = argsparser() + main(args) + diff --git a/WDAIL/ppo_wdail_BL/wdail_humanoidstandup.py b/WDAIL/ppo_wdail_BL/wdail_humanoidstandup.py new file mode 100644 index 0000000..59c2dd9 --- /dev/null +++ b/WDAIL/ppo_wdail_BL/wdail_humanoidstandup.py @@ -0,0 +1,214 @@ +"""The main framwork for this work. +See README for usage. +""" + +import argparse +import torch + +try: + from mpi4py import MPI +except ImportError: + MPI = None +import os +import sys +sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) + +# set key parameters +def argsparser(): + parser = argparse.ArgumentParser("WDAIL") + parser.add_argument('--env_name', help='environment ID', default='HumanoidStandup-v1') + parser.add_argument('--algo', help='algorithm ID', default='WDAIL') + parser.add_argument('--log-dir', default='/tmp/gym/', help='directory to save agent logs (default: /tmp/gym)') + # general + parser.add_argument('--total_steps', help='total steps', type=int, default=10e6) + parser.add_argument('--num_env_steps', help='total steps', type=int, default=10e6) + parser.add_argument('--evaluate_every', help='evaluate every', type=int, default=2e10) + parser.add_argument('--save_condition', help='save_condition', type=int, default=1000) + parser.add_argument('--num_model', help='num_model', type=int, default=10) + parser.add_argument('--use_device', help='use_device', type=bool, default=True) + parser.add_argument('--cuda', help='num_model', type=int, default=0) + parser.add_argument('--seed', help='seed', type=int, default=1) + parser.add_argument('--use_linear_lr_decay', help='use linear lr decay', type=bool, default=True) + parser.add_argument('--recurrent-policy', action='store_true', default=False, help='use a recurrent policy') + + #ppo + parser.add_argument('--num_processes', help='num_processes', type=int, default=1) + parser.add_argument('--num-steps', help='num-steps', type=int, default=2048) + parser.add_argument('--lr', help='learning rate', type=float, default=3e-4) + parser.add_argument('--batch_size', help='batch size', type=int, default=64) + parser.add_argument('--ppo_epoch', help='ppo epoch num', type=int, default=10) + parser.add_argument('--hidden_size', help='hidden size', type=int, default=64) + parser.add_argument('--ppo_entcoeff', help='entropy coefficiency of policy', type=float, default=1e-3) #default=1e-3 + parser.add_argument('--ppo_obs_norm', help='ppo_vec_norm', type=bool, default=True) + parser.add_argument('--num-mini-batch', type=int, default=32, help='number of batches for ppo (default: 32)') + parser.add_argument('--clip-param', type=float, default=0.2, help='ppo clip parameter (default: 0.2)') + parser.add_argument('--eps', type=float, default=1e-5, help='RMSprop optimizer epsilon (default: 1e-5)') + parser.add_argument('--alpha', type=float, default=0.99, help='RMSprop optimizer apha (default: 0.99)') + parser.add_argument('--gamma', type=float, default=0.99, help='discount factor for rewards (default: 0.99)') + parser.add_argument('--use-gae', action='store_true', default=True, help='use generalized advantage estimation') + parser.add_argument('--gae-lambda', type=float, default=0.95, help='gae lambda parameter (default: 0.95)') + parser.add_argument('--entropy-coef', type=float, default=0.00, help='entropy term coefficient (default: 0.01)') + parser.add_argument('--value-loss-coef', type=float, default=0.5, help='value loss coefficient (default: 0.5)') + parser.add_argument('--max-grad-norm', type=float, default=0.5, help='max norm of gradients (default: 0.5)') + + # #gail + parser.add_argument('--gail', help='if gail', type=bool, default=True) + parser.add_argument('--expert_path', help='trajs path', type=str, default='../data/baseline/deterministic.trpo.HumanoidStandup.0.00.npz') + # parser.add_argument('--expert_path', help='trajs path', type=str, default='../data/ikostirkov/trajs_ant.h5') + parser.add_argument('--gail-experts-dir', default='./gail_experts', help='directory that contains expert demonstrations for gail') + parser.add_argument('--gail_batch_size', type=int, default=128, help='gail batch size (default: 128)') + parser.add_argument('--gail_thre', help='number of steps to train discriminator in each epoch', type=int, default=10) + parser.add_argument('--gail_pre_epoch', help='number of steps to train discriminator in each epoch', type=int, default=1000) + parser.add_argument('--gail_epoch', help='number of steps to train discriminator in each epoch', type=int, default=5) + parser.add_argument('--num_trajs', help='num trajs', type=int, default=4) + parser.add_argument('--subsample_frequency', help='num trajs', type=int, default=1) + parser.add_argument('--adversary_entcoeff', help='entropy coefficiency of discriminator', type=float, default=1e-3) + parser.add_argument('--use-proper-time-limits', action='store_true', default=True, help='compute returns taking into account time limits') + parser.add_argument('--log-interval', type=int, default=1, help='log interval, one log per n updates (default: 10)') + + parser.add_argument('--reward_type', type=int, default=0, help='0,1,2,3,4') + parser.add_argument('--update_rms', type=bool, default=False, help='False or True') + + + return parser.parse_args() + +def train(args): + + # from ppo_gail_iko.algo.ppo4multienvs import PPO, ReplayBuffer + from ppo_wdail_BL.algo.ppo import PPO + from ppo_wdail_BL.tools.storage import RolloutStorage + from ppo_wdail_BL.tools.model import Policy + + from ppo_wdail_BL.algo.wdgail import Discriminator, ExpertDataset + from ppo_wdail_BL.algo.mujoco_dset_zm_base import Mujoco_Dset + + from ppo_wdail_BL.tools.learn import gailLearning_mujoco_origin, gailLearning_mujoco_BL + from ppo_wdail_BL.tools.envs import make_vec_envs + + from ppo_wdail_BL.tools import utli + from ppo_wdail_BL.tools import utils + + from collections import deque + import time + import numpy as np + + + # from nets.network import ActorCritic_mujoco as ActorCritic + cl_args = args + np.random.seed(args.seed) + torch.manual_seed(args.seed) + torch.cuda.manual_seed_all(args.seed) + + # if args.cuda and torch.cuda.is_available() and args.cuda_deterministic: + # torch.backends.cudnn.benchmark = False + # torch.backends.cudnn.deterministic = True + + log_dir = os.path.expanduser(args.log_dir) + eval_log_dir = log_dir + "_eval" + utils.cleanup_log_dir(log_dir) + utils.cleanup_log_dir(eval_log_dir) + + torch.set_num_threads(1) + + device = torch.device('cuda:'+ str(cl_args.cuda) if torch.cuda.is_available() else 'cpu') + # device = torch.device('cpu') + + envs = make_vec_envs(args.env_name, args.seed, args.num_processes, + args.gamma, args.log_dir, device, False) + + # envs_eval = make_vec_envs(args.env_name, args.seed, args.num_processes, + # args.gamma, args.log_dir, device, False) + envs_eval = [] + + # network + actor_critic = Policy( + envs.observation_space.shape, + envs.action_space, + base_kwargs={'recurrent': args.recurrent_policy}) + actor_critic.to(device) + + agent = PPO( + actor_critic, + args.clip_param, + args.ppo_epoch, + args.num_mini_batch, + args.value_loss_coef, + args.entropy_coef, + lr=args.lr, + eps=args.eps, + max_grad_norm=args.max_grad_norm) + + # discriminator + discr = Discriminator(envs.observation_space.shape[0] + envs.action_space.shape[0], 100, device, args.reward_type, args.update_rms) + + # file_name = os.path.join( + # args.gail_experts_dir, "trajs_{}.pt".format( + # args.env_name.split('-')[0].lower())) + # + # gail_train_loader = torch.utils.data.DataLoader( + # ExpertDataset( + # file_name, num_trajectories=args.num_trajs, subsample_frequency=args.subsample_frequency), + # batch_size=args.gail_batch_size, + # shuffle=True, + # drop_last=True) + + # The buffer + rollouts = RolloutStorage(args.num_steps, args.num_processes, + envs.observation_space.shape, envs.action_space, + actor_critic.recurrent_hidden_state_size) + + # The buffer for the expert -> refer to dataset/mujoco_dset.py + # expert_path = cl_args.expert_path+cl_args.env_id+".h5" + expert_buffer = Mujoco_Dset(cl_args.expert_path, traj_limitation=cl_args.num_trajs, subsample_frequency=args.subsample_frequency) + + + model = gailLearning_mujoco_BL(cl_args=cl_args, + envs=envs, + envs_eval=envs_eval, + actor_critic=actor_critic, + agent=agent, + discriminator=discr, + rollouts=rollouts, + expert_buffer=expert_buffer, + device=device, + utli=utli) + + return 0 + + +def main(args): + + model, env = train(args) + + # if args.play: + # + # obs = env.reset() + # + # state = model.initial_state if hasattr(model, 'initial_state') else None + # dones = np.zeros((1,)) + # + # episode_rew = 0 + # while True: + # if state is not None: + # actions, _, state, _ = model.step(obs,S=state, M=dones) + # else: + # actions, _, _, _ = model.step(obs) + # + # obs, rew, done, _ = env.step(actions) + # episode_rew += rew[0] if isinstance(env, VecEnv) else rew + # env.render() + # done = done.any() if isinstance(done, np.ndarray) else done + # if done: + # print(f'episode_rew={episode_rew}') + # episode_rew = 0 + # obs = env.reset() + # + # env.close() + + return model + +if __name__ == '__main__': + + args = argsparser() + main(args) + diff --git a/WDAIL/ppo_wdail_BL/wdail_walker.py b/WDAIL/ppo_wdail_BL/wdail_walker.py new file mode 100644 index 0000000..235d63d --- /dev/null +++ b/WDAIL/ppo_wdail_BL/wdail_walker.py @@ -0,0 +1,214 @@ +"""The main framwork for this work. +See README for usage. +""" + +import argparse +import torch + +try: + from mpi4py import MPI +except ImportError: + MPI = None +import os +import sys +sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) + +# set key parameters +def argsparser(): + parser = argparse.ArgumentParser("WDAIL") + parser.add_argument('--env_name', help='environment ID', default='Walker2d-v1') + parser.add_argument('--algo', help='algorithm ID', default='WDAIL') + parser.add_argument('--log-dir', default='/tmp/gym/', help='directory to save agent logs (default: /tmp/gym)') + # general + parser.add_argument('--total_steps', help='total steps', type=int, default=10e6) + parser.add_argument('--num_env_steps', help='total steps', type=int, default=10e6) + parser.add_argument('--evaluate_every', help='evaluate every', type=int, default=2e10) + parser.add_argument('--save_condition', help='save_condition', type=int, default=1000) + parser.add_argument('--num_model', help='num_model', type=int, default=10) + parser.add_argument('--use_device', help='use_device', type=bool, default=True) + parser.add_argument('--cuda', help='num_model', type=int, default=0) + parser.add_argument('--seed', help='seed', type=int, default=1) + parser.add_argument('--use_linear_lr_decay', help='use linear lr decay', type=bool, default=True) + parser.add_argument('--recurrent-policy', action='store_true', default=False, help='use a recurrent policy') + + #ppo + parser.add_argument('--num_processes', help='num_processes', type=int, default=1) + parser.add_argument('--num-steps', help='num-steps', type=int, default=2048) + parser.add_argument('--lr', help='learning rate', type=float, default=3e-4) + parser.add_argument('--batch_size', help='batch size', type=int, default=64) + parser.add_argument('--ppo_epoch', help='ppo epoch num', type=int, default=10) + parser.add_argument('--hidden_size', help='hidden size', type=int, default=64) + parser.add_argument('--ppo_entcoeff', help='entropy coefficiency of policy', type=float, default=1e-3) #default=1e-3 + parser.add_argument('--ppo_obs_norm', help='ppo_vec_norm', type=bool, default=True) + parser.add_argument('--num-mini-batch', type=int, default=32, help='number of batches for ppo (default: 32)') + parser.add_argument('--clip-param', type=float, default=0.2, help='ppo clip parameter (default: 0.2)') + parser.add_argument('--eps', type=float, default=1e-5, help='RMSprop optimizer epsilon (default: 1e-5)') + parser.add_argument('--alpha', type=float, default=0.99, help='RMSprop optimizer apha (default: 0.99)') + parser.add_argument('--gamma', type=float, default=0.99, help='discount factor for rewards (default: 0.99)') + parser.add_argument('--use-gae', action='store_true', default=True, help='use generalized advantage estimation') + parser.add_argument('--gae-lambda', type=float, default=0.95, help='gae lambda parameter (default: 0.95)') + parser.add_argument('--entropy-coef', type=float, default=0.00, help='entropy term coefficient (default: 0.01)') + parser.add_argument('--value-loss-coef', type=float, default=0.5, help='value loss coefficient (default: 0.5)') + parser.add_argument('--max-grad-norm', type=float, default=0.5, help='max norm of gradients (default: 0.5)') + + # #gail + parser.add_argument('--gail', help='if gail', type=bool, default=True) + parser.add_argument('--expert_path', help='trajs path', type=str, default='../data/baseline/deterministic.trpo.Walker2d.0.00.npz') + # parser.add_argument('--expert_path', help='trajs path', type=str, default='../data/ikostirkov/trajs_ant.h5') + parser.add_argument('--gail-experts-dir',default='./gail_experts', help='directory that contains expert demonstrations for gail') + parser.add_argument('--gail_batch_size', type=int, default=128, help='gail batch size (default: 128)') + parser.add_argument('--gail_thre', help='number of steps to train discriminator in each epoch', type=int, default=10) + parser.add_argument('--gail_pre_epoch', help='number of steps to train discriminator in each epoch', type=int, default=100) + parser.add_argument('--gail_epoch', help='number of steps to train discriminator in each epoch', type=int, default=5) + parser.add_argument('--num_trajs', help='num trajs', type=int, default=50) + parser.add_argument('--subsample_frequency', help='num trajs', type=int, default=20) + parser.add_argument('--adversary_entcoeff', help='entropy coefficiency of discriminator', type=float, default=1e-3) + parser.add_argument('--use-proper-time-limits', action='store_true', default=True, help='compute returns taking into account time limits') + parser.add_argument('--log-interval', type=int, default=1, help='log interval, one log per n updates (default: 10)') + + parser.add_argument('--reward_type', type=int, default=0, help='0,1,2,3,4') + parser.add_argument('--update_rms', type=bool, default=False, help='False or True') + + + return parser.parse_args() + +def train(args): + + # from ppo_gail_iko.algo.ppo4multienvs import PPO, ReplayBuffer + from ppo_wdail_BL.algo.ppo import PPO + from ppo_wdail_BL.tools.storage import RolloutStorage + from ppo_wdail_BL.tools.model import Policy + + from ppo_wdail_BL.algo.wdgail import Discriminator, ExpertDataset + from ppo_wdail_BL.algo.mujoco_dset_zm_base import Mujoco_Dset + + from ppo_wdail_BL.tools.learn import gailLearning_mujoco_origin, gailLearning_mujoco_BL + from ppo_wdail_BL.tools.envs import make_vec_envs + + from ppo_wdail_BL.tools import utli + from ppo_wdail_BL.tools import utils + + from collections import deque + import time + import numpy as np + + + # from nets.network import ActorCritic_mujoco as ActorCritic + cl_args = args + np.random.seed(args.seed) + torch.manual_seed(args.seed) + torch.cuda.manual_seed_all(args.seed) + + # if args.cuda and torch.cuda.is_available() and args.cuda_deterministic: + # torch.backends.cudnn.benchmark = False + # torch.backends.cudnn.deterministic = True + + log_dir = os.path.expanduser(args.log_dir) + eval_log_dir = log_dir + "_eval" + utils.cleanup_log_dir(log_dir) + utils.cleanup_log_dir(eval_log_dir) + + torch.set_num_threads(1) + + device = torch.device('cuda:'+ str(cl_args.cuda) if torch.cuda.is_available() else 'cpu') + # device = torch.device('cpu') + + envs = make_vec_envs(args.env_name, args.seed, args.num_processes, + args.gamma, args.log_dir, device, False) + + # envs_eval = make_vec_envs(args.env_name, args.seed, args.num_processes, + # args.gamma, args.log_dir, device, False) + envs_eval = [] + + # network + actor_critic = Policy( + envs.observation_space.shape, + envs.action_space, + base_kwargs={'recurrent': args.recurrent_policy}) + actor_critic.to(device) + + agent = PPO( + actor_critic, + args.clip_param, + args.ppo_epoch, + args.num_mini_batch, + args.value_loss_coef, + args.entropy_coef, + lr=args.lr, + eps=args.eps, + max_grad_norm=args.max_grad_norm) + + # discriminator + discr = Discriminator(envs.observation_space.shape[0] + envs.action_space.shape[0], 100, device, args.reward_type, args.update_rms) + + # file_name = os.path.join( + # args.gail_experts_dir, "trajs_{}.pt".format( + # args.env_name.split('-')[0].lower())) + # + # gail_train_loader = torch.utils.data.DataLoader( + # ExpertDataset( + # file_name, num_trajectories=args.num_trajs, subsample_frequency=args.subsample_frequency), + # batch_size=args.gail_batch_size, + # shuffle=True, + # drop_last=True) + + # The buffer + rollouts = RolloutStorage(args.num_steps, args.num_processes, + envs.observation_space.shape, envs.action_space, + actor_critic.recurrent_hidden_state_size) + + # The buffer for the expert -> refer to dataset/mujoco_dset.py + # expert_path = cl_args.expert_path+cl_args.env_id+".h5" + expert_buffer = Mujoco_Dset(cl_args.expert_path, traj_limitation=cl_args.num_trajs, subsample_frequency=args.subsample_frequency) + + + model = gailLearning_mujoco_BL(cl_args=cl_args, + envs=envs, + envs_eval=envs_eval, + actor_critic=actor_critic, + agent=agent, + discriminator=discr, + rollouts=rollouts, + expert_buffer=expert_buffer, + device=device, + utli=utli) + + return 0 + + +def main(args): + + model, env = train(args) + + # if args.play: + # + # obs = env.reset() + # + # state = model.initial_state if hasattr(model, 'initial_state') else None + # dones = np.zeros((1,)) + # + # episode_rew = 0 + # while True: + # if state is not None: + # actions, _, state, _ = model.step(obs,S=state, M=dones) + # else: + # actions, _, _, _ = model.step(obs) + # + # obs, rew, done, _ = env.step(actions) + # episode_rew += rew[0] if isinstance(env, VecEnv) else rew + # env.render() + # done = done.any() if isinstance(done, np.ndarray) else done + # if done: + # print(f'episode_rew={episode_rew}') + # episode_rew = 0 + # obs = env.reset() + # + # env.close() + + return model + +if __name__ == '__main__': + + args = argsparser() + main(args) +