From eb4abf29066a053039c1c9b1e4f95fc6ed52dd3b Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Mon, 8 Oct 2018 17:12:41 -0700 Subject: [PATCH 001/251] New version of GAIL --- notebooks/GAIL.ipynb | 367 +++++++++++++++++++++++++++++ notebooks/demos/ExpertBall.demo | Bin 0 -> 23684 bytes notebooks/demos/HeuristicBall.demo | Bin 0 -> 21531 bytes 3 files changed, 367 insertions(+) create mode 100644 notebooks/GAIL.ipynb create mode 100644 notebooks/demos/ExpertBall.demo create mode 100644 notebooks/demos/HeuristicBall.demo diff --git a/notebooks/GAIL.ipynb b/notebooks/GAIL.ipynb new file mode 100644 index 0000000000..0be33c6fb1 --- /dev/null +++ b/notebooks/GAIL.ipynb @@ -0,0 +1,367 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Generative Adversarial Imitation Learning" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "import numpy as np\n", + "import tensorflow as tf\n", + "\n", + "from mlagents.envs import UnityEnvironment\n", + "from mlagents.trainers.demo_loader import load_demonstration" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Load Data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "def make_data(brain_infos):\n", + " states, actions = [], []\n", + " for idx, brain_info in enumerate(brain_infos):\n", + " if idx > len(brain_infos) - 2:\n", + " break\n", + " current_brain_info = brain_infos[idx]\n", + " next_brain_info = brain_infos[idx + 1]\n", + " states.append(current_brain_info.vector_observations[0])\n", + " actions.append(next_brain_info.previous_vector_actions[0])\n", + " return np.array(states), np.array(actions)\n", + "\n", + "def load_data(location):\n", + " bp, infos, num_steps = load_demonstration(location)\n", + " infos = infos[:max_steps+1]\n", + " states, actions = make_data(infos)\n", + " return bp, states, actions" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "max_steps = 300\n", + "expert_demo = './demos/ExpertBall.demo'\n", + "policy_demo = './demos/HeuristicBall.demo'" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "e_bp, e_states, e_actions = load_data(expert_demo)\n", + "p_bp, p_states, p_actions = load_data(policy_demo)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Define Discrimiator" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "class Discriminator(object):\n", + " def __init__(self, s_size, a_size, h_size, lr):\n", + " self.h_size = h_size\n", + " self.make_inputs(s_size, a_size)\n", + " self.make_network()\n", + " self.make_loss(lr)\n", + " \n", + " def make_inputs(self, s_size, a_size):\n", + " self.state_in_expert = tf.placeholder(shape=[None, s_size], dtype=tf.float32)\n", + " self.action_in_expert = tf.placeholder(shape=[None, a_size], dtype=tf.float32)\n", + " self.state_in_policy = tf.placeholder(shape=[None, s_size], dtype=tf.float32)\n", + " self.action_in_policy = tf.placeholder(shape=[None, a_size], dtype=tf.float32)\n", + " \n", + " def make_discriminator(self, state_in, action_in, reuse):\n", + " with tf.variable_scope(\"discriminator\"):\n", + " concat_input = tf.concat([state_in, action_in], axis=1)\n", + " \n", + " hidden_1 = tf.layers.dense(\n", + " concat_input, self.h_size, activation=tf.nn.elu,\n", + " name=\"d_hidden_1\", reuse=reuse)\n", + " \n", + " hidden_2 = tf.layers.dense(\n", + " hidden_1, self.h_size, activation=tf.nn.elu, \n", + " name=\"d_hidden_2\", reuse=reuse)\n", + " \n", + " d_value = tf.layers.dense(hidden_2, 1, activation=tf.nn.sigmoid, \n", + " name=\"d_value\", reuse=reuse)\n", + " return d_value\n", + " \n", + " def make_loss(self, learning_rate):\n", + " self.de = tf.reduce_mean(self.d_expert)\n", + " self.dp = tf.reduce_mean(self.d_policy)\n", + " self.d_loss = -tf.reduce_mean(tf.log(self.d_expert + 1e-10) + tf.log(1.0 - self.d_policy + 1e-10))\n", + " optimizer = tf.train.AdamOptimizer(learning_rate=learning_rate)\n", + " self.update_batch = optimizer.minimize(self.d_loss)\n", + " \n", + " def make_network(self):\n", + " self.d_expert = self.make_discriminator(self.state_in_expert, self.action_in_expert, False)\n", + " self.d_policy = self.make_discriminator(self.state_in_policy, self.action_in_policy, True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Train Model" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "batch_size = 32\n", + "num_epoch = 100\n", + "s_size = e_bp.vector_observation_space_size\n", + "a_size = e_bp.vector_action_space_size[0]\n", + "h_size = 64\n", + "lr = 1e-4" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "tf.reset_default_graph()\n", + "\n", + "disc = Discriminator(s_size, a_size, h_size, lr)\n", + "\n", + "init = tf.global_variables_initializer()\n", + "sess = tf.InteractiveSession()\n", + "sess.run(init)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "def random_ordering(array):\n", + " s = np.arange(len(array))\n", + " np.random.shuffle(s)\n", + " return s\n", + "\n", + "def shuffle_buffer(states, actions):\n", + " ordering = random_ordering(states)\n", + " shuffle_states = states[ordering]\n", + " shuffle_actions = actions[ordering]\n", + " return shuffle_states, shuffle_actions\n", + "\n", + "def get_batch(index, batch_size, a_size, states, actions):\n", + " batch_states = states[index*batch_size:(index+1)*batch_size]\n", + " batch_actions = actions[index*batch_size:(index+1)*batch_size]\n", + " batch_actions = np.reshape(batch_actions, [-1, a_size])\n", + " return batch_states, batch_actions" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch: 0 Expert Reward: 0.554 Policy Reward: 0.621 Model Loss: 1.665\n", + "Epoch: 1 Expert Reward: 0.544 Policy Reward: 0.578 Model Loss: 1.504\n", + "Epoch: 2 Expert Reward: 0.536 Policy Reward: 0.532 Model Loss: 1.437\n", + "Epoch: 3 Expert Reward: 0.529 Policy Reward: 0.488 Model Loss: 1.309\n", + "Epoch: 4 Expert Reward: 0.524 Policy Reward: 0.448 Model Loss: 1.213\n", + "Epoch: 5 Expert Reward: 0.522 Policy Reward: 0.412 Model Loss: 1.114\n", + "Epoch: 6 Expert Reward: 0.523 Policy Reward: 0.380 Model Loss: 1.110\n", + "Epoch: 7 Expert Reward: 0.525 Policy Reward: 0.359 Model Loss: 1.072\n", + "Epoch: 8 Expert Reward: 0.529 Policy Reward: 0.338 Model Loss: 1.045\n", + "Epoch: 9 Expert Reward: 0.534 Policy Reward: 0.318 Model Loss: 0.983\n", + "Epoch: 10 Expert Reward: 0.540 Policy Reward: 0.305 Model Loss: 1.017\n", + "Epoch: 11 Expert Reward: 0.545 Policy Reward: 0.290 Model Loss: 0.982\n", + "Epoch: 12 Expert Reward: 0.550 Policy Reward: 0.281 Model Loss: 0.927\n", + "Epoch: 13 Expert Reward: 0.558 Policy Reward: 0.270 Model Loss: 0.907\n", + "Epoch: 14 Expert Reward: 0.564 Policy Reward: 0.264 Model Loss: 0.966\n", + "Epoch: 15 Expert Reward: 0.571 Policy Reward: 0.252 Model Loss: 0.825\n", + "Epoch: 16 Expert Reward: 0.579 Policy Reward: 0.243 Model Loss: 0.772\n", + "Epoch: 17 Expert Reward: 0.586 Policy Reward: 0.240 Model Loss: 0.821\n", + "Epoch: 18 Expert Reward: 0.597 Policy Reward: 0.231 Model Loss: 0.883\n", + "Epoch: 19 Expert Reward: 0.600 Policy Reward: 0.231 Model Loss: 1.023\n", + "Epoch: 20 Expert Reward: 0.607 Policy Reward: 0.224 Model Loss: 0.849\n", + "Epoch: 21 Expert Reward: 0.615 Policy Reward: 0.217 Model Loss: 0.835\n", + "Epoch: 22 Expert Reward: 0.621 Policy Reward: 0.215 Model Loss: 0.986\n", + "Epoch: 23 Expert Reward: 0.631 Policy Reward: 0.213 Model Loss: 0.681\n", + "Epoch: 24 Expert Reward: 0.633 Policy Reward: 0.209 Model Loss: 0.776\n", + "Epoch: 25 Expert Reward: 0.640 Policy Reward: 0.206 Model Loss: 0.845\n", + "Epoch: 26 Expert Reward: 0.649 Policy Reward: 0.204 Model Loss: 0.685\n", + "Epoch: 27 Expert Reward: 0.653 Policy Reward: 0.201 Model Loss: 0.632\n", + "Epoch: 28 Expert Reward: 0.659 Policy Reward: 0.195 Model Loss: 0.728\n", + "Epoch: 29 Expert Reward: 0.665 Policy Reward: 0.194 Model Loss: 0.727\n", + "Epoch: 30 Expert Reward: 0.670 Policy Reward: 0.192 Model Loss: 0.704\n", + "Epoch: 31 Expert Reward: 0.677 Policy Reward: 0.189 Model Loss: 0.681\n", + "Epoch: 32 Expert Reward: 0.684 Policy Reward: 0.189 Model Loss: 0.591\n", + "Epoch: 33 Expert Reward: 0.689 Policy Reward: 0.184 Model Loss: 0.662\n", + "Epoch: 34 Expert Reward: 0.695 Policy Reward: 0.181 Model Loss: 0.684\n", + "Epoch: 35 Expert Reward: 0.698 Policy Reward: 0.179 Model Loss: 0.585\n", + "Epoch: 36 Expert Reward: 0.702 Policy Reward: 0.179 Model Loss: 0.545\n", + "Epoch: 37 Expert Reward: 0.707 Policy Reward: 0.180 Model Loss: 0.685\n", + "Epoch: 38 Expert Reward: 0.712 Policy Reward: 0.173 Model Loss: 0.599\n", + "Epoch: 39 Expert Reward: 0.716 Policy Reward: 0.172 Model Loss: 0.652\n", + "Epoch: 40 Expert Reward: 0.721 Policy Reward: 0.170 Model Loss: 0.560\n", + "Epoch: 41 Expert Reward: 0.726 Policy Reward: 0.167 Model Loss: 0.414\n", + "Epoch: 42 Expert Reward: 0.730 Policy Reward: 0.163 Model Loss: 0.720\n", + "Epoch: 43 Expert Reward: 0.737 Policy Reward: 0.166 Model Loss: 0.512\n", + "Epoch: 44 Expert Reward: 0.738 Policy Reward: 0.165 Model Loss: 0.466\n", + "Epoch: 45 Expert Reward: 0.742 Policy Reward: 0.155 Model Loss: 0.692\n", + "Epoch: 46 Expert Reward: 0.748 Policy Reward: 0.158 Model Loss: 0.487\n", + "Epoch: 47 Expert Reward: 0.752 Policy Reward: 0.159 Model Loss: 0.441\n", + "Epoch: 48 Expert Reward: 0.757 Policy Reward: 0.152 Model Loss: 0.529\n", + "Epoch: 49 Expert Reward: 0.760 Policy Reward: 0.158 Model Loss: 0.601\n", + "Epoch: 50 Expert Reward: 0.767 Policy Reward: 0.155 Model Loss: 0.535\n", + "Epoch: 51 Expert Reward: 0.772 Policy Reward: 0.155 Model Loss: 0.639\n", + "Epoch: 52 Expert Reward: 0.770 Policy Reward: 0.153 Model Loss: 0.462\n", + "Epoch: 53 Expert Reward: 0.773 Policy Reward: 0.149 Model Loss: 0.432\n", + "Epoch: 54 Expert Reward: 0.775 Policy Reward: 0.145 Model Loss: 0.426\n", + "Epoch: 55 Expert Reward: 0.777 Policy Reward: 0.142 Model Loss: 0.379\n", + "Epoch: 56 Expert Reward: 0.782 Policy Reward: 0.149 Model Loss: 0.394\n", + "Epoch: 57 Expert Reward: 0.785 Policy Reward: 0.147 Model Loss: 0.388\n", + "Epoch: 58 Expert Reward: 0.790 Policy Reward: 0.139 Model Loss: 0.451\n", + "Epoch: 59 Expert Reward: 0.791 Policy Reward: 0.143 Model Loss: 0.624\n", + "Epoch: 60 Expert Reward: 0.794 Policy Reward: 0.143 Model Loss: 0.467\n", + "Epoch: 61 Expert Reward: 0.796 Policy Reward: 0.139 Model Loss: 0.757\n", + "Epoch: 62 Expert Reward: 0.801 Policy Reward: 0.143 Model Loss: 0.608\n", + "Epoch: 63 Expert Reward: 0.803 Policy Reward: 0.138 Model Loss: 0.512\n", + "Epoch: 64 Expert Reward: 0.806 Policy Reward: 0.136 Model Loss: 0.560\n", + "Epoch: 65 Expert Reward: 0.812 Policy Reward: 0.135 Model Loss: 0.379\n", + "Epoch: 66 Expert Reward: 0.814 Policy Reward: 0.134 Model Loss: 0.523\n", + "Epoch: 67 Expert Reward: 0.815 Policy Reward: 0.135 Model Loss: 0.473\n", + "Epoch: 68 Expert Reward: 0.816 Policy Reward: 0.133 Model Loss: 0.336\n", + "Epoch: 69 Expert Reward: 0.818 Policy Reward: 0.132 Model Loss: 0.420\n", + "Epoch: 70 Expert Reward: 0.823 Policy Reward: 0.129 Model Loss: 0.287\n", + "Epoch: 71 Expert Reward: 0.826 Policy Reward: 0.120 Model Loss: 0.299\n", + "Epoch: 72 Expert Reward: 0.827 Policy Reward: 0.126 Model Loss: 0.361\n", + "Epoch: 73 Expert Reward: 0.827 Policy Reward: 0.127 Model Loss: 0.375\n", + "Epoch: 74 Expert Reward: 0.831 Policy Reward: 0.128 Model Loss: 0.413\n", + "Epoch: 75 Expert Reward: 0.835 Policy Reward: 0.130 Model Loss: 0.291\n", + "Epoch: 76 Expert Reward: 0.833 Policy Reward: 0.124 Model Loss: 0.254\n", + "Epoch: 77 Expert Reward: 0.835 Policy Reward: 0.119 Model Loss: 0.288\n", + "Epoch: 78 Expert Reward: 0.842 Policy Reward: 0.126 Model Loss: 0.286\n", + "Epoch: 79 Expert Reward: 0.840 Policy Reward: 0.122 Model Loss: 0.502\n", + "Epoch: 80 Expert Reward: 0.842 Policy Reward: 0.126 Model Loss: 0.365\n", + "Epoch: 81 Expert Reward: 0.843 Policy Reward: 0.123 Model Loss: 0.279\n", + "Epoch: 82 Expert Reward: 0.845 Policy Reward: 0.122 Model Loss: 0.280\n", + "Epoch: 83 Expert Reward: 0.846 Policy Reward: 0.118 Model Loss: 0.443\n", + "Epoch: 84 Expert Reward: 0.849 Policy Reward: 0.120 Model Loss: 0.524\n", + "Epoch: 85 Expert Reward: 0.850 Policy Reward: 0.118 Model Loss: 0.349\n", + "Epoch: 86 Expert Reward: 0.852 Policy Reward: 0.117 Model Loss: 0.219\n", + "Epoch: 87 Expert Reward: 0.856 Policy Reward: 0.118 Model Loss: 0.469\n", + "Epoch: 88 Expert Reward: 0.854 Policy Reward: 0.119 Model Loss: 0.196\n", + "Epoch: 89 Expert Reward: 0.858 Policy Reward: 0.117 Model Loss: 0.271\n", + "Epoch: 90 Expert Reward: 0.861 Policy Reward: 0.113 Model Loss: 0.345\n", + "Epoch: 91 Expert Reward: 0.859 Policy Reward: 0.111 Model Loss: 0.290\n", + "Epoch: 92 Expert Reward: 0.860 Policy Reward: 0.113 Model Loss: 0.236\n", + "Epoch: 93 Expert Reward: 0.861 Policy Reward: 0.112 Model Loss: 0.577\n", + "Epoch: 94 Expert Reward: 0.863 Policy Reward: 0.111 Model Loss: 0.596\n", + "Epoch: 95 Expert Reward: 0.864 Policy Reward: 0.112 Model Loss: 0.345\n", + "Epoch: 96 Expert Reward: 0.865 Policy Reward: 0.102 Model Loss: 0.335\n", + "Epoch: 97 Expert Reward: 0.867 Policy Reward: 0.107 Model Loss: 0.296\n", + "Epoch: 98 Expert Reward: 0.871 Policy Reward: 0.103 Model Loss: 0.316\n", + "Epoch: 99 Expert Reward: 0.873 Policy Reward: 0.107 Model Loss: 0.345\n" + ] + } + ], + "source": [ + "for i in range(num_epoch):\n", + " e_states, e_actions = shuffle_buffer(e_states, e_actions) \n", + " p_states, p_actions = shuffle_buffer(p_states, p_actions)\n", + " p_batch_reward, e_batch_reward = [], []\n", + "\n", + " for j in range(len(p_states)//batch_size):\n", + " e_batch_states, e_batch_actions = get_batch(j, batch_size, a_size, e_states, e_actions)\n", + " p_batch_states, p_batch_actions = get_batch(j, batch_size, a_size, p_states, p_actions)\n", + " \n", + " feed_dict = {disc.state_in_expert: e_batch_states, \n", + " disc.state_in_policy: p_batch_states,\n", + " disc.action_in_expert: e_batch_actions, \n", + " disc.action_in_policy: p_batch_actions}\n", + " \n", + " run_list = [disc.de, disc.dp, disc.d_loss, disc.update_batch]\n", + " d_e, d_p, loss, _ = sess.run(run_list, feed_dict=feed_dict)\n", + " e_batch_reward.append(d_e)\n", + " p_batch_reward.append(d_p)\n", + " print(\"Epoch: {}\".format(i), \n", + " \"Expert Reward: {:.3f}\".format(np.mean(e_batch_reward)), \n", + " \"Policy Reward: {:.3f}\".format(np.mean(p_batch_reward)), \n", + " \"Model Loss: {:.3f}\".format(loss))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/demos/ExpertBall.demo b/notebooks/demos/ExpertBall.demo new file mode 100644 index 0000000000000000000000000000000000000000..873e1770a8da0ea6999fd8087c628bdcf4c3c61d GIT binary patch literal 23684 zcmZ|1d00)~_rQM|(1crQoE)7cNQiznyx_9q& zuQFs#$vlM2q_;7I-|qeSd_T|c_x$$TUp$Z3v({dF?X}mi&o$OkGtly#xp3i-Ig1vX 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Oct 2018 18:13:09 -0700 Subject: [PATCH 002/251] Move Curiosity to separate class --- .../Examples/Pyramids/Scenes/Pyramids.unity | 484 +++++++++++++++++- ml-agents/mlagents/trainers/ppo/curiosity.py | 39 ++ .../mlagents/trainers/ppo/curiosity_model.py | 132 +++++ ml-agents/mlagents/trainers/ppo/gail.py | 19 + .../trainers/ppo/gail_discriminator.py | 43 ++ .../mlagents/trainers/ppo/intrinsic_reward.py | 19 + ml-agents/mlagents/trainers/ppo/models.py | 167 +----- ml-agents/mlagents/trainers/ppo/policy.py | 85 +-- ml-agents/mlagents/trainers/ppo/trainer.py | 5 +- 9 files changed, 764 insertions(+), 229 deletions(-) create mode 100644 ml-agents/mlagents/trainers/ppo/curiosity.py create mode 100644 ml-agents/mlagents/trainers/ppo/curiosity_model.py create mode 100644 ml-agents/mlagents/trainers/ppo/gail.py create mode 100644 ml-agents/mlagents/trainers/ppo/gail_discriminator.py create mode 100644 ml-agents/mlagents/trainers/ppo/intrinsic_reward.py diff --git a/UnitySDK/Assets/ML-Agents/Examples/Pyramids/Scenes/Pyramids.unity b/UnitySDK/Assets/ML-Agents/Examples/Pyramids/Scenes/Pyramids.unity index 9db502156e..32ed7ee67b 100644 --- a/UnitySDK/Assets/ML-Agents/Examples/Pyramids/Scenes/Pyramids.unity +++ b/UnitySDK/Assets/ML-Agents/Examples/Pyramids/Scenes/Pyramids.unity @@ -153,10 +153,42 @@ Prefab: propertyPath: m_RootOrder value: 17 objectReference: {fileID: 0} + - target: {fileID: 114937736047215868, guid: bd804431e808a492bb5658bcd296e58e, + type: 2} + propertyPath: brain + value: + objectReference: {fileID: 11400000, guid: 7b7715ed1d436417db67026a47f17576, + type: 2} + - target: {fileID: 114937736047215868, guid: bd804431e808a492bb5658bcd296e58e, + type: 2} + propertyPath: myAcademyObj + value: + objectReference: {fileID: 1574236047} + - target: {fileID: 114038595653051694, guid: bd804431e808a492bb5658bcd296e58e, + type: 2} + propertyPath: numPyra + value: 1 + objectReference: {fileID: 0} - target: {fileID: 1464170487903594, guid: 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b/ml-agents/mlagents/trainers/ppo/curiosity.py new file mode 100644 index 0000000000..64ccac5df6 --- /dev/null +++ b/ml-agents/mlagents/trainers/ppo/curiosity.py @@ -0,0 +1,39 @@ +from .intrinsic_reward import IntrinsicReward +from .curiosity_model import ICM + + +class Curiosity(IntrinsicReward): + def __init__(self, policy, encoding_size, strength): + super().__init__() + self.icm = ICM(policy.model, encoding_size=encoding_size, strength=strength) + self.policy = policy + + def get_intrinsic_rewards(self, curr_info, next_info): + """ + Generates intrinsic reward used for Curiosity-based training. + :BrainInfo curr_info: Current BrainInfo. + :BrainInfo next_info: Next BrainInfo. + :return: Intrinsic rewards for all agents. + """ + if len(curr_info.agents) == 0: + return [] + + feed_dict = {self.policy.model.batch_size: len(next_info.vector_observations), + self.policy.model.sequence_length: 1} + if self.policy.use_continuous_act: + feed_dict[self.policy.model.output] = next_info.previous_vector_actions + else: + feed_dict[self.policy.model.action_holder] = next_info.previous_vector_actions + for i in range(self.policy.model.vis_obs_size): + feed_dict[self.policy.model.visual_in[i]] = curr_info.visual_observations[i] + feed_dict[self.icm.next_visual_in[i]] = next_info.visual_observations[i] + if self.policy.use_vec_obs: + feed_dict[self.policy.model.vector_in] = curr_info.vector_observations + feed_dict[self.icm.next_vector_in] = next_info.vector_observations + if self.policy.use_recurrent: + if curr_info.memories.shape[1] == 0: + curr_info.memories = self.policy.make_empty_memory(len(curr_info.agents)) + feed_dict[self.policy.model.memory_in] = curr_info.memories + raw_intrinsic_rewards = self.policy.sess.run(self.icm.intrinsic_reward, feed_dict=feed_dict) + intrinsic_rewards = raw_intrinsic_rewards * float(self.policy.has_updated) + return intrinsic_rewards diff --git a/ml-agents/mlagents/trainers/ppo/curiosity_model.py b/ml-agents/mlagents/trainers/ppo/curiosity_model.py new file mode 100644 index 0000000000..fe17599e7a --- /dev/null +++ b/ml-agents/mlagents/trainers/ppo/curiosity_model.py @@ -0,0 +1,132 @@ +import tensorflow as tf +from ..models import LearningModel + + +class ICM(object): + def __init__(self, policy_model, strength=0.01, encoding_size=128): + self.encoding_size = encoding_size + self.strength = strength + self.policy_model = policy_model + encoded_state, encoded_next_state = self.create_curiosity_encoders() + self.create_inverse_model(encoded_state, encoded_next_state) + self.create_forward_model(encoded_state, encoded_next_state) + + def create_curiosity_encoders(self): + """ + Creates state encoders for current and future observations. + Used for implementation of Curiosity-driven Exploration by Self-supervised Prediction + See https://arxiv.org/abs/1705.05363 for more details. + :return: current and future state encoder tensors. + """ + encoded_state_list = [] + encoded_next_state_list = [] + + if self.policy_model.vis_obs_size > 0: + self.next_visual_in = [] + visual_encoders = [] + next_visual_encoders = [] + for i in range(self.policy_model.vis_obs_size): + # Create input ops for next (t+1) visual observations. + next_visual_input = self.policy_model.create_visual_input( + self.policy_model.brain.camera_resolutions[i], + name="next_visual_observation_" + str( + i)) + self.next_visual_in.append(next_visual_input) + + # Create the encoder ops for current and next visual input. + # Note that these encoders are siamese. + encoded_visual = self.policy_model.create_visual_observation_encoder( + self.policy_model.visual_in[i], + self.policy_model.curiosity_enc_size, + LearningModel.swish, 1, + "stream_{}_visual_obs_encoder" + .format(i), False) + + encoded_next_visual = self.policy_model.create_visual_observation_encoder( + self.next_visual_in[i], + self.encoding_size, + LearningModel.swish, 1, + "stream_{}_visual_obs_encoder".format(i), + True) + visual_encoders.append(encoded_visual) + next_visual_encoders.append(encoded_next_visual) + + hidden_visual = tf.concat(visual_encoders, axis=1) + hidden_next_visual = tf.concat(next_visual_encoders, axis=1) + encoded_state_list.append(hidden_visual) + encoded_next_state_list.append(hidden_next_visual) + + if self.policy_model.vec_obs_size > 0: + # Create the encoder ops for current and next vector input. + # Note that these encoders are siamese. + # Create input op for next (t+1) vector observation. + self.next_vector_in = tf.placeholder(shape=[None, self.policy_model.vec_obs_size], + dtype=tf.float32, + name='next_vector_observation') + + encoded_vector_obs = self.policy_model.create_vector_observation_encoder( + self.policy_model.vector_in, + self.encoding_size, + LearningModel.swish, 2, + "vector_obs_encoder", + False) + encoded_next_vector_obs = self.policy_model.create_vector_observation_encoder( + self.next_vector_in, + self.encoding_size, + LearningModel.swish, 2, + "vector_obs_encoder", + True) + encoded_state_list.append(encoded_vector_obs) + encoded_next_state_list.append(encoded_next_vector_obs) + + encoded_state = tf.concat(encoded_state_list, axis=1) + encoded_next_state = tf.concat(encoded_next_state_list, axis=1) + return encoded_state, encoded_next_state + + def create_inverse_model(self, encoded_state, encoded_next_state): + """ + Creates inverse model TensorFlow ops for Curiosity module. + Predicts action taken given current and future encoded states. + :param encoded_state: Tensor corresponding to encoded current state. + :param encoded_next_state: Tensor corresponding to encoded next state. + """ + combined_input = tf.concat([encoded_state, encoded_next_state], axis=1) + hidden = tf.layers.dense(combined_input, 256, activation=LearningModel.swish) + if self.policy_model.brain.vector_action_space_type == "continuous": + pred_action = tf.layers.dense(hidden, self.policy_model.act_size[0], activation=None) + squared_difference = tf.reduce_sum( + tf.squared_difference(pred_action, self.policy_model.selected_actions), axis=1) + self.inverse_loss = tf.reduce_mean( + tf.dynamic_partition(squared_difference, self.policy_model.mask, 2)[1]) + else: + pred_action = tf.concat( + [tf.layers.dense(hidden, self.policy_model.act_size[i], activation=tf.nn.softmax) + for i in range(len(self.policy_model.act_size))], axis=1) + cross_entropy = tf.reduce_sum( + -tf.log(pred_action + 1e-10) * self.policy_model.selected_actions, + axis=1) + self.inverse_loss = tf.reduce_mean( + tf.dynamic_partition(cross_entropy, self.policy_model.mask, 2)[1]) + + def create_forward_model(self, encoded_state, encoded_next_state): + """ + Creates forward model TensorFlow ops for Curiosity module. + Predicts encoded future state based on encoded current state and given action. + :param encoded_state: Tensor corresponding to encoded current state. + :param encoded_next_state: Tensor corresponding to encoded next state. + """ + combined_input = tf.concat([encoded_state, self.policy_model.selected_actions], axis=1) + hidden = tf.layers.dense(combined_input, 256, activation=LearningModel.swish) + pred_next_state = tf.layers.dense(hidden, self.encoding_size * ( + self.policy_model.vis_obs_size + int(self.policy_model.vec_obs_size > 0)), + activation=None) + squared_difference = 0.5 * tf.reduce_sum( + tf.squared_difference(pred_next_state, encoded_next_state), axis=1) + self.intrinsic_reward = tf.clip_by_value(self.strength * squared_difference, + 0, 1) + self.forward_loss = tf.reduce_mean( + tf.dynamic_partition(squared_difference, self.policy_model.mask, 2)[1]) + + def create_loss(self): + self.loss = 10 * (0.2 * self.forward_loss + 0.8 * self.inverse_loss) + self.policy_model.loss += self.loss diff --git a/ml-agents/mlagents/trainers/ppo/gail.py b/ml-agents/mlagents/trainers/ppo/gail.py new file mode 100644 index 0000000000..69185eb1a5 --- /dev/null +++ b/ml-agents/mlagents/trainers/ppo/gail.py @@ -0,0 +1,19 @@ +import numpy as np + +from .intrinsic_reward import IntrinsicReward +from .gail_discriminator import Discriminator +from ..demo_loader import demo_to_buffer + + +class GAIL(IntrinsicReward): + def __init__(self, o_size, a_size, h_size, lr, demo_path): + super().__init__() + self.name = "GAIL" + self.discriminator = Discriminator(o_size, a_size, h_size, lr) + self.expert_demos, _ = demo_to_buffer(demo_path, 1) + + def get_reward(self, current_infos): + return np.ones(len(current_infos)) + + def update_generator(self, mini_batch): + return None diff --git a/ml-agents/mlagents/trainers/ppo/gail_discriminator.py b/ml-agents/mlagents/trainers/ppo/gail_discriminator.py new file mode 100644 index 0000000000..9b8f75015c --- /dev/null +++ b/ml-agents/mlagents/trainers/ppo/gail_discriminator.py @@ -0,0 +1,43 @@ +import tensorflow as tf + + +class Discriminator(object): + def __init__(self, o_size, a_size, h_size, lr): + self.h_size = h_size + self.make_inputs(o_size, a_size) + self.make_network() + self.make_loss(lr) + + def make_inputs(self, o_size, a_size): + self.obs_in_expert = tf.placeholder(shape=[None, o_size], dtype=tf.float32) + self.action_in_expert = tf.placeholder(shape=[None, a_size], dtype=tf.float32) + self.obs_in_policy = tf.placeholder(shape=[None, o_size], dtype=tf.float32) + self.action_in_policy = tf.placeholder(shape=[None, a_size], dtype=tf.float32) + + def make_discriminator(self, state_in, action_in, reuse): + with tf.variable_scope("discriminator"): + concat_input = tf.concat([state_in, action_in], axis=1) + + hidden_1 = tf.layers.dense( + concat_input, self.h_size, activation=tf.nn.elu, + name="d_hidden_1", reuse=reuse) + + hidden_2 = tf.layers.dense( + hidden_1, self.h_size, activation=tf.nn.elu, + name="d_hidden_2", reuse=reuse) + + d_value = tf.layers.dense(hidden_2, 1, activation=tf.nn.sigmoid, + name="d_value", reuse=reuse) + return d_value + + def make_loss(self, learning_rate): + self.de = tf.reduce_mean(self.d_expert) + self.dp = tf.reduce_mean(self.d_policy) + self.d_loss = -tf.reduce_mean( + tf.log(self.d_expert + 1e-10) + tf.log(1.0 - self.d_policy + 1e-10)) + optimizer = tf.train.AdamOptimizer(learning_rate=learning_rate) + self.update_batch = optimizer.minimize(self.d_loss) + + def make_network(self): + self.d_expert = self.make_discriminator(self.obs_in_expert, self.action_in_expert, False) + self.d_policy = self.make_discriminator(self.obs_in_policy, self.action_in_policy, True) diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_reward.py b/ml-agents/mlagents/trainers/ppo/intrinsic_reward.py new file mode 100644 index 0000000000..faae1c749f --- /dev/null +++ b/ml-agents/mlagents/trainers/ppo/intrinsic_reward.py @@ -0,0 +1,19 @@ +import logging +from mlagents.trainers.trainer import UnityTrainerException + +logger = logging.getLogger("mlagents.trainers") + + +class IntrinsicReward(object): + def __init__(self): + self.name = "Base" + + def get_reward(self, current_infos): + """ + Returns the number of training steps the trainer has performed + :return: the intrinsic reward provided by the generator + """ + raise UnityTrainerException("The get_reward property was not implemented.") + + def update_generator(self, mini_batch): + raise UnityTrainerException("The update_generator property was not implemented.") diff --git a/ml-agents/mlagents/trainers/ppo/models.py b/ml-agents/mlagents/trainers/ppo/models.py index 2b6758f2d5..a66484d091 100644 --- a/ml-agents/mlagents/trainers/ppo/models.py +++ b/ml-agents/mlagents/trainers/ppo/models.py @@ -21,8 +21,6 @@ def __init__( num_layers=2, m_size=None, use_curiosity=False, - curiosity_strength=0.01, - curiosity_enc_size=128, seed=0, ): """ @@ -52,22 +50,8 @@ def __init__( self.entropy = tf.ones_like(tf.reshape(self.value, [-1])) * self.entropy else: self.create_dc_actor_critic(h_size, num_layers) - if self.use_curiosity: - self.curiosity_enc_size = curiosity_enc_size - self.curiosity_strength = curiosity_strength - encoded_state, encoded_next_state = self.create_curiosity_encoders() - self.create_inverse_model(encoded_state, encoded_next_state) - self.create_forward_model(encoded_state, encoded_next_state) - self.create_ppo_optimizer( - self.log_probs, - self.old_log_probs, - self.value, - self.entropy, - beta, - epsilon, - lr, - max_step, - ) + self.create_ppo_optimizer(self.log_probs, self.old_log_probs, self.value, + self.entropy, beta, epsilon, lr, max_step) @staticmethod def create_reward_encoder(): @@ -79,147 +63,7 @@ def create_reward_encoder(): update_reward = tf.assign(last_reward, new_reward) return last_reward, new_reward, update_reward - def create_curiosity_encoders(self): - """ - Creates state encoders for current and future observations. - Used for implementation of Curiosity-driven Exploration by Self-supervised Prediction - See https://arxiv.org/abs/1705.05363 for more details. - :return: current and future state encoder tensors. - """ - encoded_state_list = [] - encoded_next_state_list = [] - - if self.vis_obs_size > 0: - self.next_visual_in = [] - visual_encoders = [] - next_visual_encoders = [] - for i in range(self.vis_obs_size): - # Create input ops for next (t+1) visual observations. - next_visual_input = self.create_visual_input( - self.brain.camera_resolutions[i], - name="next_visual_observation_" + str(i), - ) - self.next_visual_in.append(next_visual_input) - - # Create the encoder ops for current and next visual input. Not that these encoders are siamese. - encoded_visual = self.create_visual_observation_encoder( - self.visual_in[i], - self.curiosity_enc_size, - self.swish, - 1, - "stream_{}_visual_obs_encoder".format(i), - False, - ) - - encoded_next_visual = self.create_visual_observation_encoder( - self.next_visual_in[i], - self.curiosity_enc_size, - self.swish, - 1, - "stream_{}_visual_obs_encoder".format(i), - True, - ) - visual_encoders.append(encoded_visual) - next_visual_encoders.append(encoded_next_visual) - - hidden_visual = tf.concat(visual_encoders, axis=1) - hidden_next_visual = tf.concat(next_visual_encoders, axis=1) - encoded_state_list.append(hidden_visual) - encoded_next_state_list.append(hidden_next_visual) - - if self.vec_obs_size > 0: - # Create the encoder ops for current and next vector input. Not that these encoders are siamese. - # Create input op for next (t+1) vector observation. - self.next_vector_in = tf.placeholder( - shape=[None, self.vec_obs_size], - dtype=tf.float32, - name="next_vector_observation", - ) - - encoded_vector_obs = self.create_vector_observation_encoder( - self.vector_in, - self.curiosity_enc_size, - self.swish, - 2, - "vector_obs_encoder", - False, - ) - encoded_next_vector_obs = self.create_vector_observation_encoder( - self.next_vector_in, - self.curiosity_enc_size, - self.swish, - 2, - "vector_obs_encoder", - True, - ) - encoded_state_list.append(encoded_vector_obs) - encoded_next_state_list.append(encoded_next_vector_obs) - - encoded_state = tf.concat(encoded_state_list, axis=1) - encoded_next_state = tf.concat(encoded_next_state_list, axis=1) - return encoded_state, encoded_next_state - - def create_inverse_model(self, encoded_state, encoded_next_state): - """ - Creates inverse model TensorFlow ops for Curiosity module. - Predicts action taken given current and future encoded states. - :param encoded_state: Tensor corresponding to encoded current state. - :param encoded_next_state: Tensor corresponding to encoded next state. - """ - combined_input = tf.concat([encoded_state, encoded_next_state], axis=1) - hidden = tf.layers.dense(combined_input, 256, activation=self.swish) - if self.brain.vector_action_space_type == "continuous": - pred_action = tf.layers.dense(hidden, self.act_size[0], activation=None) - squared_difference = tf.reduce_sum( - tf.squared_difference(pred_action, self.selected_actions), axis=1 - ) - self.inverse_loss = tf.reduce_mean( - tf.dynamic_partition(squared_difference, self.mask, 2)[1] - ) - else: - pred_action = tf.concat( - [ - tf.layers.dense(hidden, self.act_size[i], activation=tf.nn.softmax) - for i in range(len(self.act_size)) - ], - axis=1, - ) - cross_entropy = tf.reduce_sum( - -tf.log(pred_action + 1e-10) * self.selected_actions, axis=1 - ) - self.inverse_loss = tf.reduce_mean( - tf.dynamic_partition(cross_entropy, self.mask, 2)[1] - ) - - def create_forward_model(self, encoded_state, encoded_next_state): - """ - Creates forward model TensorFlow ops for Curiosity module. - Predicts encoded future state based on encoded current state and given action. - :param encoded_state: Tensor corresponding to encoded current state. - :param encoded_next_state: Tensor corresponding to encoded next state. - """ - combined_input = tf.concat([encoded_state, self.selected_actions], axis=1) - hidden = tf.layers.dense(combined_input, 256, activation=self.swish) - # We compare against the concatenation of all observation streams, hence `self.vis_obs_size + int(self.vec_obs_size > 0)`. - pred_next_state = tf.layers.dense( - hidden, - self.curiosity_enc_size * (self.vis_obs_size + int(self.vec_obs_size > 0)), - activation=None, - ) - - squared_difference = 0.5 * tf.reduce_sum( - tf.squared_difference(pred_next_state, encoded_next_state), axis=1 - ) - self.intrinsic_reward = tf.clip_by_value( - self.curiosity_strength * squared_difference, 0, 1 - ) - self.forward_loss = tf.reduce_mean( - tf.dynamic_partition(squared_difference, self.mask, 2)[1] - ) - - def create_ppo_optimizer( - self, probs, old_probs, value, entropy, beta, epsilon, lr, max_step - ): + def create_ppo_optimizer(self, probs, old_probs, value, entropy, beta, epsilon, lr, max_step): """ Creates training-specific Tensorflow ops for PPO models. :param probs: Current policy probabilities @@ -265,9 +109,6 @@ def create_ppo_optimizer( tf.dynamic_partition(tf.maximum(v_opt_a, v_opt_b), self.mask, 2)[1] ) - # Here we calculate PPO policy loss. In continuous control this is done independently for each action gaussian - # and then averaged together. This provides significantly better performance than treating the probability - # as an average of probabilities, or as a joint probability. r_theta = tf.exp(probs - old_probs) p_opt_a = r_theta * self.advantage p_opt_b = ( @@ -285,6 +126,4 @@ def create_ppo_optimizer( * tf.reduce_mean(tf.dynamic_partition(entropy, self.mask, 2)[1]) ) - if self.use_curiosity: - self.loss += 10 * (0.2 * self.forward_loss + 0.8 * self.inverse_loss) self.update_batch = optimizer.minimize(self.loss) diff --git a/ml-agents/mlagents/trainers/ppo/policy.py b/ml-agents/mlagents/trainers/ppo/policy.py index 351a0bc791..4fc2b4c756 100644 --- a/ml-agents/mlagents/trainers/ppo/policy.py +++ b/ml-agents/mlagents/trainers/ppo/policy.py @@ -3,6 +3,7 @@ from mlagents.trainers.ppo.models import PPOModel from mlagents.trainers.policy import Policy +from mlagents.trainers.ppo.curiosity import Curiosity logger = logging.getLogger("mlagents.trainers") @@ -22,22 +23,23 @@ def __init__(self, seed, brain, trainer_params, is_training, load): self.use_curiosity = bool(trainer_params["use_curiosity"]) with self.graph.as_default(): - self.model = PPOModel( - brain, - lr=float(trainer_params["learning_rate"]), - h_size=int(trainer_params["hidden_units"]), - epsilon=float(trainer_params["epsilon"]), - beta=float(trainer_params["beta"]), - max_step=float(trainer_params["max_steps"]), - normalize=trainer_params["normalize"], - use_recurrent=trainer_params["use_recurrent"], - num_layers=int(trainer_params["num_layers"]), - m_size=self.m_size, - use_curiosity=bool(trainer_params["use_curiosity"]), - curiosity_strength=float(trainer_params["curiosity_strength"]), - curiosity_enc_size=float(trainer_params["curiosity_enc_size"]), - seed=seed, - ) + self.model = PPOModel(brain, + lr=float(trainer_params['learning_rate']), + h_size=int(trainer_params['hidden_units']), + epsilon=float(trainer_params['epsilon']), + beta=float(trainer_params['beta']), + max_step=float(trainer_params['max_steps']), + normalize=trainer_params['normalize'], + use_recurrent=trainer_params['use_recurrent'], + num_layers=int(trainer_params['num_layers']), + m_size=self.m_size, + use_curiosity=bool(trainer_params['use_curiosity']), + seed=seed) + if self.use_curiosity: + self.curiosity = Curiosity(self, + strength=float(trainer_params['curiosity_strength']), + encoding_size=float( + trainer_params['curiosity_enc_size'])) if load: self._load_graph() @@ -65,8 +67,8 @@ def __init__(self, seed, brain, trainer_params, is_training, load): "update_batch": self.model.update_batch, } if self.use_curiosity: - self.update_dict["forward_loss"] = self.model.forward_loss - self.update_dict["inverse_loss"] = self.model.inverse_loss + self.update_dict['forward_loss'] = self.curiosity.icm.forward_loss + self.update_dict['inverse_loss'] = self.curiosity.icm.inverse_loss def evaluate(self, brain_info): """ @@ -157,11 +159,10 @@ def update(self, mini_batch, num_sequences): _obs = mini_batch["next_visual_obs%d" % i] if self.sequence_length > 1 and self.use_recurrent: (_batch, _seq, _w, _h, _c) = _obs.shape - feed_dict[self.model.next_visual_in[i]] = _obs.reshape( - [-1, _w, _h, _c] - ) + feed_dict[self.curiosity.icm.next_visual_in[i]] = _obs.reshape( + [-1, _w, _h, _c]) else: - feed_dict[self.model.next_visual_in[i]] = _obs + feed_dict[self.curiosity.icm.next_visual_in[i]] = _obs if self.use_recurrent: mem_in = mini_batch["memory"][:, 0, :] feed_dict[self.model.memory_in] = mem_in @@ -169,46 +170,6 @@ def update(self, mini_batch, num_sequences): run_out = self._execute_model(feed_dict, self.update_dict) return run_out - def get_intrinsic_rewards(self, curr_info, next_info): - """ - Generates intrinsic reward used for Curiosity-based training. - :BrainInfo curr_info: Current BrainInfo. - :BrainInfo next_info: Next BrainInfo. - :return: Intrinsic rewards for all agents. - """ - if self.use_curiosity: - if len(curr_info.agents) == 0: - return [] - - feed_dict = { - self.model.batch_size: len(next_info.vector_observations), - self.model.sequence_length: 1, - } - if self.use_continuous_act: - feed_dict[ - self.model.selected_actions - ] = next_info.previous_vector_actions - else: - feed_dict[self.model.action_holder] = next_info.previous_vector_actions - for i in range(self.model.vis_obs_size): - feed_dict[self.model.visual_in[i]] = curr_info.visual_observations[i] - feed_dict[self.model.next_visual_in[i]] = next_info.visual_observations[ - i - ] - if self.use_vec_obs: - feed_dict[self.model.vector_in] = curr_info.vector_observations - feed_dict[self.model.next_vector_in] = next_info.vector_observations - if self.use_recurrent: - if curr_info.memories.shape[1] == 0: - curr_info.memories = self.make_empty_memory(len(curr_info.agents)) - feed_dict[self.model.memory_in] = curr_info.memories - intrinsic_rewards = self.sess.run( - self.model.intrinsic_reward, feed_dict=feed_dict - ) * float(self.has_updated) - return intrinsic_rewards - else: - return None - def get_value_estimate(self, brain_info, idx): """ Generates value estimates for bootstrapping. diff --git a/ml-agents/mlagents/trainers/ppo/trainer.py b/ml-agents/mlagents/trainers/ppo/trainer.py index d8864d7552..fa99417089 100644 --- a/ml-agents/mlagents/trainers/ppo/trainer.py +++ b/ml-agents/mlagents/trainers/ppo/trainer.py @@ -139,7 +139,7 @@ def increment_step_and_update_last_reward(self): def construct_curr_info(self, next_info: BrainInfo) -> BrainInfo: """ - Constructs a BrainInfo which contains the most recent previous experiences for all agents info + Constructs a BrainInfo which contains the most recent previous experiences for all agents which correspond to the agents in a provided next_info. :BrainInfo next_info: A t+1 BrainInfo. :return: curr_info: Reconstructed BrainInfo to match agents of next_info. @@ -237,7 +237,8 @@ def add_experiences( else: curr_to_use = curr_info - intrinsic_rewards = self.policy.get_intrinsic_rewards(curr_to_use, next_info) + if self.use_curiosity: + intrinsic_rewards = self.policy.curiosity.get_intrinsic_rewards(curr_to_use, next_info) for agent_id in next_info.agents: stored_info = self.training_buffer[agent_id].last_brain_info From 4b15b80a3064acb13ad3f93c62857b2018d721a2 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Fri, 12 Oct 2018 15:29:18 -0700 Subject: [PATCH 003/251] Curiosity fully working under new system --- ml-agents/mlagents/trainers/models.py | 8 ++++++-- .../mlagents/trainers/ppo/curiosity_model.py | 15 +++++++-------- ml-agents/mlagents/trainers/ppo/models.py | 7 +++++-- ml-agents/mlagents/trainers/ppo/policy.py | 1 + 4 files changed, 19 insertions(+), 12 deletions(-) diff --git a/ml-agents/mlagents/trainers/models.py b/ml-agents/mlagents/trainers/models.py index 2d14768dbd..cf1005d7a0 100644 --- a/ml-agents/mlagents/trainers/models.py +++ b/ml-agents/mlagents/trainers/models.py @@ -70,6 +70,10 @@ def create_global_steps(): increment_step = tf.assign(global_step, tf.add(global_step, 1)) return global_step, increment_step + @staticmethod + def scaled_init(scale): + return c_layers.variance_scaling_initializer(scale) + @staticmethod def swish(input_activation): """Swish activation function. For more info: https://arxiv.org/abs/1710.05941""" @@ -333,7 +337,7 @@ def create_recurrent_encoder(input_state, memory_in, sequence_length, name="lstm m_size = memory_in.get_shape().as_list()[1] lstm_input_state = tf.reshape(input_state, shape=[-1, sequence_length, s_size]) memory_in = tf.reshape(memory_in[:, :], [-1, m_size]) - _half_point = int(m_size / 2) + half_point = int(m_size / 2) with tf.variable_scope(name): rnn_cell = tf.contrib.rnn.BasicLSTMCell(_half_point) lstm_vector_in = tf.contrib.rnn.LSTMStateTuple( @@ -343,7 +347,7 @@ def create_recurrent_encoder(input_state, memory_in, sequence_length, name="lstm rnn_cell, lstm_input_state, initial_state=lstm_vector_in ) - recurrent_output = tf.reshape(recurrent_output, shape=[-1, _half_point]) + recurrent_output = tf.reshape(recurrent_output, shape=[-1, half_point]) return recurrent_output, tf.concat([lstm_state_out.c, lstm_state_out.h], axis=1) def create_cc_actor_critic(self, h_size, num_layers): diff --git a/ml-agents/mlagents/trainers/ppo/curiosity_model.py b/ml-agents/mlagents/trainers/ppo/curiosity_model.py index fe17599e7a..2f269c6574 100644 --- a/ml-agents/mlagents/trainers/ppo/curiosity_model.py +++ b/ml-agents/mlagents/trainers/ppo/curiosity_model.py @@ -10,6 +10,7 @@ def __init__(self, policy_model, strength=0.01, encoding_size=128): encoded_state, encoded_next_state = self.create_curiosity_encoders() self.create_inverse_model(encoded_state, encoded_next_state) self.create_forward_model(encoded_state, encoded_next_state) + self.create_loss() def create_curiosity_encoders(self): """ @@ -35,14 +36,14 @@ def create_curiosity_encoders(self): # Create the encoder ops for current and next visual input. # Note that these encoders are siamese. - encoded_visual = self.policy_model.create_visual_observation_encoder( + encoded_visual = self.policy_model.create_visual_obs_encoder( self.policy_model.visual_in[i], self.policy_model.curiosity_enc_size, LearningModel.swish, 1, "stream_{}_visual_obs_encoder" .format(i), False) - encoded_next_visual = self.policy_model.create_visual_observation_encoder( + encoded_next_visual = self.policy_model.create_visual_obs_encoder( self.next_visual_in[i], self.encoding_size, LearningModel.swish, 1, @@ -64,13 +65,13 @@ def create_curiosity_encoders(self): dtype=tf.float32, name='next_vector_observation') - encoded_vector_obs = self.policy_model.create_vector_observation_encoder( + encoded_vector_obs = self.policy_model.create_vector_obs_encoder( self.policy_model.vector_in, self.encoding_size, LearningModel.swish, 2, "vector_obs_encoder", False) - encoded_next_vector_obs = self.policy_model.create_vector_observation_encoder( + encoded_next_vector_obs = self.policy_model.create_vector_obs_encoder( self.next_vector_in, self.encoding_size, LearningModel.swish, 2, @@ -103,8 +104,7 @@ def create_inverse_model(self, encoded_state, encoded_next_state): [tf.layers.dense(hidden, self.policy_model.act_size[i], activation=tf.nn.softmax) for i in range(len(self.policy_model.act_size))], axis=1) cross_entropy = tf.reduce_sum( - -tf.log(pred_action + 1e-10) * self.policy_model.selected_actions, - axis=1) + -tf.log(pred_action + 1e-10) * self.policy_model.selected_actions, axis=1) self.inverse_loss = tf.reduce_mean( tf.dynamic_partition(cross_entropy, self.policy_model.mask, 2)[1]) @@ -122,8 +122,7 @@ def create_forward_model(self, encoded_state, encoded_next_state): activation=None) squared_difference = 0.5 * tf.reduce_sum( tf.squared_difference(pred_next_state, encoded_next_state), axis=1) - self.intrinsic_reward = tf.clip_by_value(self.strength * squared_difference, - 0, 1) + self.intrinsic_reward = tf.clip_by_value(self.strength * squared_difference, 0, 1) self.forward_loss = tf.reduce_mean( tf.dynamic_partition(squared_difference, self.policy_model.mask, 2)[1]) diff --git a/ml-agents/mlagents/trainers/ppo/models.py b/ml-agents/mlagents/trainers/ppo/models.py index a66484d091..e6be165ea8 100644 --- a/ml-agents/mlagents/trainers/ppo/models.py +++ b/ml-agents/mlagents/trainers/ppo/models.py @@ -50,7 +50,7 @@ def __init__( self.entropy = tf.ones_like(tf.reshape(self.value, [-1])) * self.entropy else: self.create_dc_actor_critic(h_size, num_layers) - self.create_ppo_optimizer(self.log_probs, self.old_log_probs, self.value, + self.create_losses(self.log_probs, self.old_log_probs, self.value, self.entropy, beta, epsilon, lr, max_step) @staticmethod @@ -63,7 +63,7 @@ def create_reward_encoder(): update_reward = tf.assign(last_reward, new_reward) return last_reward, new_reward, update_reward - def create_ppo_optimizer(self, probs, old_probs, value, entropy, beta, epsilon, lr, max_step): + def create_losses(self, probs, old_probs, value, entropy, beta, epsilon, lr, max_step): """ Creates training-specific Tensorflow ops for PPO models. :param probs: Current policy probabilities @@ -126,4 +126,7 @@ def create_ppo_optimizer(self, probs, old_probs, value, entropy, beta, epsilon, * tf.reduce_mean(tf.dynamic_partition(entropy, self.mask, 2)[1]) ) + + def create_ppo_optimizer(self): + optimizer = tf.train.AdamOptimizer(learning_rate=self.learning_rate) self.update_batch = optimizer.minimize(self.loss) diff --git a/ml-agents/mlagents/trainers/ppo/policy.py b/ml-agents/mlagents/trainers/ppo/policy.py index 4fc2b4c756..26cdfb385c 100644 --- a/ml-agents/mlagents/trainers/ppo/policy.py +++ b/ml-agents/mlagents/trainers/ppo/policy.py @@ -40,6 +40,7 @@ def __init__(self, seed, brain, trainer_params, is_training, load): strength=float(trainer_params['curiosity_strength']), encoding_size=float( trainer_params['curiosity_enc_size'])) + self.model.create_ppo_optimizer() if load: self._load_graph() From ad9381b39d306adca71ec5a0e2976b96a48388c3 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Fri, 12 Oct 2018 16:46:17 -0700 Subject: [PATCH 004/251] Begin implementing GAIL --- ml-agents/mlagents/trainers/ppo/gail.py | 19 ------ .../trainers/ppo/gail_discriminator.py | 43 ------------- .../ppo/intrinsic_rewards/__init__.py | 0 .../ppo/{ => intrinsic_rewards}/curiosity.py | 21 +++---- .../curiosity_model.py | 2 +- .../trainers/ppo/intrinsic_rewards/gail.py | 40 +++++++++++++ .../intrinsic_rewards/gail_discriminator.py | 47 +++++++++++++++ .../intrinsic_reward.py | 2 +- ml-agents/mlagents/trainers/ppo/models.py | 1 - ml-agents/mlagents/trainers/ppo/policy.py | 11 +++- ml-agents/mlagents/trainers/ppo/trainer.py | 60 ++++++++++--------- 11 files changed, 141 insertions(+), 105 deletions(-) delete mode 100644 ml-agents/mlagents/trainers/ppo/gail.py delete mode 100644 ml-agents/mlagents/trainers/ppo/gail_discriminator.py create mode 100644 ml-agents/mlagents/trainers/ppo/intrinsic_rewards/__init__.py rename ml-agents/mlagents/trainers/ppo/{ => intrinsic_rewards}/curiosity.py (66%) rename ml-agents/mlagents/trainers/ppo/{ => intrinsic_rewards}/curiosity_model.py (99%) create mode 100644 ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail.py create mode 100644 ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail_discriminator.py rename ml-agents/mlagents/trainers/ppo/{ => intrinsic_rewards}/intrinsic_reward.py (90%) diff --git a/ml-agents/mlagents/trainers/ppo/gail.py b/ml-agents/mlagents/trainers/ppo/gail.py deleted file mode 100644 index 69185eb1a5..0000000000 --- a/ml-agents/mlagents/trainers/ppo/gail.py +++ /dev/null @@ -1,19 +0,0 @@ -import numpy as np - -from .intrinsic_reward import IntrinsicReward -from .gail_discriminator import Discriminator -from ..demo_loader import demo_to_buffer - - -class GAIL(IntrinsicReward): - def __init__(self, o_size, a_size, h_size, lr, demo_path): - super().__init__() - self.name = "GAIL" - self.discriminator = Discriminator(o_size, a_size, h_size, lr) - self.expert_demos, _ = demo_to_buffer(demo_path, 1) - - def get_reward(self, current_infos): - return np.ones(len(current_infos)) - - def update_generator(self, mini_batch): - return None diff --git a/ml-agents/mlagents/trainers/ppo/gail_discriminator.py b/ml-agents/mlagents/trainers/ppo/gail_discriminator.py deleted file mode 100644 index 9b8f75015c..0000000000 --- a/ml-agents/mlagents/trainers/ppo/gail_discriminator.py +++ /dev/null @@ -1,43 +0,0 @@ -import tensorflow as tf - - -class Discriminator(object): - def __init__(self, o_size, a_size, h_size, lr): - self.h_size = h_size - self.make_inputs(o_size, a_size) - self.make_network() - self.make_loss(lr) - - def make_inputs(self, o_size, a_size): - self.obs_in_expert = tf.placeholder(shape=[None, o_size], dtype=tf.float32) - self.action_in_expert = tf.placeholder(shape=[None, a_size], dtype=tf.float32) - self.obs_in_policy = tf.placeholder(shape=[None, o_size], dtype=tf.float32) - self.action_in_policy = tf.placeholder(shape=[None, a_size], dtype=tf.float32) - - def make_discriminator(self, state_in, action_in, reuse): - with tf.variable_scope("discriminator"): - concat_input = tf.concat([state_in, action_in], axis=1) - - hidden_1 = tf.layers.dense( - concat_input, self.h_size, activation=tf.nn.elu, - name="d_hidden_1", reuse=reuse) - - hidden_2 = tf.layers.dense( - hidden_1, self.h_size, activation=tf.nn.elu, - name="d_hidden_2", reuse=reuse) - - d_value = tf.layers.dense(hidden_2, 1, activation=tf.nn.sigmoid, - name="d_value", reuse=reuse) - return d_value - - def make_loss(self, learning_rate): - self.de = tf.reduce_mean(self.d_expert) - self.dp = tf.reduce_mean(self.d_policy) - self.d_loss = -tf.reduce_mean( - tf.log(self.d_expert + 1e-10) + tf.log(1.0 - self.d_policy + 1e-10)) - optimizer = tf.train.AdamOptimizer(learning_rate=learning_rate) - self.update_batch = optimizer.minimize(self.d_loss) - - def make_network(self): - self.d_expert = self.make_discriminator(self.obs_in_expert, self.action_in_expert, False) - self.d_policy = self.make_discriminator(self.obs_in_policy, self.action_in_policy, True) diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/__init__.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/ml-agents/mlagents/trainers/ppo/curiosity.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity.py similarity index 66% rename from ml-agents/mlagents/trainers/ppo/curiosity.py rename to ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity.py index 64ccac5df6..f904399c5a 100644 --- a/ml-agents/mlagents/trainers/ppo/curiosity.py +++ b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity.py @@ -5,35 +5,36 @@ class Curiosity(IntrinsicReward): def __init__(self, policy, encoding_size, strength): super().__init__() - self.icm = ICM(policy.model, encoding_size=encoding_size, strength=strength) + self.name = "Curiosity" self.policy = policy + self.icm = ICM(policy.model, encoding_size=encoding_size, strength=strength) - def get_intrinsic_rewards(self, curr_info, next_info): + def get_intrinsic_rewards(self, current_info, next_info): """ Generates intrinsic reward used for Curiosity-based training. - :BrainInfo curr_info: Current BrainInfo. + :BrainInfo current_info: Current BrainInfo. :BrainInfo next_info: Next BrainInfo. :return: Intrinsic rewards for all agents. """ - if len(curr_info.agents) == 0: + if len(current_info.agents) == 0: return [] feed_dict = {self.policy.model.batch_size: len(next_info.vector_observations), self.policy.model.sequence_length: 1} if self.policy.use_continuous_act: - feed_dict[self.policy.model.output] = next_info.previous_vector_actions + feed_dict[self.policy.model.selected_actions] = next_info.previous_vector_actions else: feed_dict[self.policy.model.action_holder] = next_info.previous_vector_actions for i in range(self.policy.model.vis_obs_size): - feed_dict[self.policy.model.visual_in[i]] = curr_info.visual_observations[i] + feed_dict[self.policy.model.visual_in[i]] = current_info.visual_observations[i] feed_dict[self.icm.next_visual_in[i]] = next_info.visual_observations[i] if self.policy.use_vec_obs: - feed_dict[self.policy.model.vector_in] = curr_info.vector_observations + feed_dict[self.policy.model.vector_in] = current_info.vector_observations feed_dict[self.icm.next_vector_in] = next_info.vector_observations if self.policy.use_recurrent: - if curr_info.memories.shape[1] == 0: - curr_info.memories = self.policy.make_empty_memory(len(curr_info.agents)) - feed_dict[self.policy.model.memory_in] = curr_info.memories + if current_info.memories.shape[1] == 0: + current_info.memories = self.policy.make_empty_memory(len(current_info.agents)) + feed_dict[self.policy.model.memory_in] = current_info.memories raw_intrinsic_rewards = self.policy.sess.run(self.icm.intrinsic_reward, feed_dict=feed_dict) intrinsic_rewards = raw_intrinsic_rewards * float(self.policy.has_updated) return intrinsic_rewards diff --git a/ml-agents/mlagents/trainers/ppo/curiosity_model.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity_model.py similarity index 99% rename from ml-agents/mlagents/trainers/ppo/curiosity_model.py rename to ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity_model.py index 2f269c6574..01d0ccaf4c 100644 --- a/ml-agents/mlagents/trainers/ppo/curiosity_model.py +++ b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity_model.py @@ -1,5 +1,5 @@ import tensorflow as tf -from ..models import LearningModel +from mlagents.trainers.models import LearningModel class ICM(object): diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail.py new file mode 100644 index 0000000000..1dc3c4675b --- /dev/null +++ b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail.py @@ -0,0 +1,40 @@ +import numpy as np + +from .intrinsic_reward import IntrinsicReward +from .gail_discriminator import Discriminator +from mlagents.trainers.demo_loader import demo_to_buffer + + +class GAIL(IntrinsicReward): + def __init__(self, policy, h_size, lr, demo_path): + super().__init__() + self.name = "GAIL" + self.policy = policy + self.discriminator = Discriminator(policy.model, h_size, lr) + self.expert_demos, _ = demo_to_buffer(demo_path, 1) + + def get_intrinsic_rewards(self, current_info, next_info): + if len(current_info.agents) == 0: + return [] + + feed_dict = {self.policy.model.batch_size: len(next_info.vector_observations), + self.policy.model.sequence_length: 1} + if self.policy.use_continuous_act: + feed_dict[self.policy.model.output] = next_info.previous_vector_actions + else: + feed_dict[self.policy.model.action_holder] = next_info.previous_vector_actions + for i in range(self.policy.model.vis_obs_size): + feed_dict[self.policy.model.visual_in[i]] = current_info.visual_observations[i] + if self.policy.use_vec_obs: + feed_dict[self.policy.model.vector_in] = current_info.vector_observations + if self.policy.use_recurrent: + if current_info.memories.shape[1] == 0: + current_info.memories = self.policy.make_empty_memory(len(current_info.agents)) + feed_dict[self.policy.model.memory_in] = current_info.memories + raw_intrinsic_rewards = self.policy.sess.run(self.discriminator.intrinsic_reward, + feed_dict=feed_dict) + intrinsic_rewards = raw_intrinsic_rewards * float(self.policy.has_updated) + return intrinsic_rewards + + def update_generator(self, mini_batch): + return None diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail_discriminator.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail_discriminator.py new file mode 100644 index 0000000000..9df211ef42 --- /dev/null +++ b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail_discriminator.py @@ -0,0 +1,47 @@ +import tensorflow as tf +import numpy as np + +class Discriminator(object): + def __init__(self, policy_model, h_size, lr): + self.h_size = h_size + self.policy_model = policy_model + + self.make_inputs() + self.create_network() + self.create_loss(lr) + + def make_inputs(self): + self.obs_in_expert = tf.placeholder( + shape=[None, self.policy_model.vec_obs_size], dtype=tf.float32) + self.action_in_expert = tf.placeholder( + shape=[None, np.cumsum(self.policy_model.act_size)], dtype=tf.float32) + + def create_encoder(self, state_in, action_in, reuse): + with tf.variable_scope("discriminator"): + concat_input = tf.concat([state_in, action_in], axis=1) + + hidden_1 = tf.layers.dense( + concat_input, self.h_size, activation=tf.nn.elu, + name="d_hidden_1", reuse=reuse) + + hidden_2 = tf.layers.dense( + hidden_1, self.h_size, activation=tf.nn.elu, + name="d_hidden_2", reuse=reuse) + + estimate = tf.layers.dense(hidden_2, 1, activation=tf.nn.sigmoid, + name="d_estimate", reuse=reuse) + return estimate + + def create_network(self): + self.expert_estimate = self.create_encoder(self.obs_in_expert, self.action_in_expert, False) + self.policy_estimate = self.create_encoder(self.policy_model.vector_in, + self.policy_model.selected_actions, True) + self.intrinsic_reward = tf.identity(self.policy_estimate, name="GAIL_reward") + + def create_loss(self, learning_rate): + self.mean_expert_estimate = tf.reduce_mean(self.expert_estimate) + self.mean_policy_estimate = tf.reduce_mean(self.policy_estimate) + self.loss = -tf.reduce_mean( + tf.log(self.expert_estimate + 1e-10) + tf.log(1.0 - self.policy_estimate + 1e-10)) + optimizer = tf.train.AdamOptimizer(learning_rate=learning_rate) + self.update_batch = optimizer.minimize(self.loss) diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_reward.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/intrinsic_reward.py similarity index 90% rename from ml-agents/mlagents/trainers/ppo/intrinsic_reward.py rename to ml-agents/mlagents/trainers/ppo/intrinsic_rewards/intrinsic_reward.py index faae1c749f..d7702e450d 100644 --- a/ml-agents/mlagents/trainers/ppo/intrinsic_reward.py +++ b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/intrinsic_reward.py @@ -8,7 +8,7 @@ class IntrinsicReward(object): def __init__(self): self.name = "Base" - def get_reward(self, current_infos): + def get_intrinsic_rewards(self, current_info, next_info): """ Returns the number of training steps the trainer has performed :return: the intrinsic reward provided by the generator diff --git a/ml-agents/mlagents/trainers/ppo/models.py b/ml-agents/mlagents/trainers/ppo/models.py index e6be165ea8..a48a29604b 100644 --- a/ml-agents/mlagents/trainers/ppo/models.py +++ b/ml-agents/mlagents/trainers/ppo/models.py @@ -126,7 +126,6 @@ def create_losses(self, probs, old_probs, value, entropy, beta, epsilon, lr, max * tf.reduce_mean(tf.dynamic_partition(entropy, self.mask, 2)[1]) ) - def create_ppo_optimizer(self): optimizer = tf.train.AdamOptimizer(learning_rate=self.learning_rate) self.update_batch = optimizer.minimize(self.loss) diff --git a/ml-agents/mlagents/trainers/ppo/policy.py b/ml-agents/mlagents/trainers/ppo/policy.py index 26cdfb385c..91d6b74489 100644 --- a/ml-agents/mlagents/trainers/ppo/policy.py +++ b/ml-agents/mlagents/trainers/ppo/policy.py @@ -3,7 +3,9 @@ from mlagents.trainers.ppo.models import PPOModel from mlagents.trainers.policy import Policy -from mlagents.trainers.ppo.curiosity import Curiosity +from mlagents.trainers.ppo.intrinsic_rewards.curiosity import Curiosity +from mlagents.trainers.ppo.intrinsic_rewards.gail import GAIL + logger = logging.getLogger("mlagents.trainers") @@ -20,7 +22,8 @@ def __init__(self, seed, brain, trainer_params, is_training, load): """ super().__init__(seed, brain, trainer_params) self.has_updated = False - self.use_curiosity = bool(trainer_params["use_curiosity"]) + self.use_curiosity = bool(trainer_params['use_curiosity']) + self.use_gail = bool(trainer_params['use_gail']) with self.graph.as_default(): self.model = PPOModel(brain, @@ -40,6 +43,10 @@ def __init__(self, seed, brain, trainer_params, is_training, load): strength=float(trainer_params['curiosity_strength']), encoding_size=float( trainer_params['curiosity_enc_size'])) + if self.use_gail: + self.gail = GAIL(self, int(trainer_params['hidden_units']), + float(trainer_params['learning_rate']), + trainer_params['demo_path']) self.model.create_ppo_optimizer() if load: diff --git a/ml-agents/mlagents/trainers/ppo/trainer.py b/ml-agents/mlagents/trainers/ppo/trainer.py index fa99417089..974938c277 100644 --- a/ml-agents/mlagents/trainers/ppo/trainer.py +++ b/ml-agents/mlagents/trainers/ppo/trainer.py @@ -55,6 +55,8 @@ def __init__( "curiosity_strength", "curiosity_enc_size", "model_path", + "use_gail", + "demo_path" ] self.check_param_keys() @@ -72,10 +74,14 @@ def __init__( "Policy/Learning Rate": [], } if self.use_curiosity: - stats["Losses/Forward Loss"] = [] - stats["Losses/Inverse Loss"] = [] - stats["Policy/Curiosity Reward"] = [] - self.intrinsic_rewards = {} + stats['Losses/Forward Loss'] = [] + stats['Losses/Inverse Loss'] = [] + stats['Policy/Curiosity Reward'] = [] + self.curiosity_rewards = {} + if self.use_gail: + stats['Losses/GAIL Loss'] = [] + stats['Policy/GAIL Reward'] = [] + self.gail_rewards = {} self.stats = stats self.training_buffer = Buffer() @@ -239,6 +245,8 @@ def add_experiences( if self.use_curiosity: intrinsic_rewards = self.policy.curiosity.get_intrinsic_rewards(curr_to_use, next_info) + if self.use_gail: + intrinsic_rewards = self.policy.gail.get_intrinsic_rewards(curr_to_use, next_info) for agent_id in next_info.agents: stored_info = self.training_buffer[agent_id].last_brain_info @@ -282,20 +290,18 @@ def add_experiences( epsilons[idx] ) else: - self.training_buffer[agent_id]["action_mask"].append( - stored_info.action_masks[idx], padding_value=1 - ) - a_dist = stored_take_action_outputs["log_probs"] - value = stored_take_action_outputs["value"] - self.training_buffer[agent_id]["actions"].append(actions[idx]) - self.training_buffer[agent_id]["prev_action"].append( - stored_info.previous_vector_actions[idx] - ) - self.training_buffer[agent_id]["masks"].append(1.0) - if self.use_curiosity: - self.training_buffer[agent_id]["rewards"].append( - next_info.rewards[next_idx] + intrinsic_rewards[next_idx] - ) + self.training_buffer[agent_id]['action_mask'].append( + stored_info.action_masks[idx]) + a_dist = stored_take_action_outputs['log_probs'] + value = stored_take_action_outputs['value'] + self.training_buffer[agent_id]['actions'].append(actions[idx]) + self.training_buffer[agent_id]['prev_action'].append( + stored_info.previous_vector_actions[idx]) + self.training_buffer[agent_id]['masks'].append(1.0) + if self.use_curiosity or self.use_gail: + self.training_buffer[agent_id]['rewards'].append( + next_info.rewards[next_idx] + + intrinsic_rewards[next_idx]) else: self.training_buffer[agent_id]["rewards"].append( next_info.rewards[next_idx] @@ -308,9 +314,9 @@ def add_experiences( self.cumulative_rewards[agent_id] = 0 self.cumulative_rewards[agent_id] += next_info.rewards[next_idx] if self.use_curiosity: - if agent_id not in self.intrinsic_rewards: - self.intrinsic_rewards[agent_id] = 0 - self.intrinsic_rewards[agent_id] += intrinsic_rewards[next_idx] + if agent_id not in self.curiosity_rewards: + self.curiosity_rewards[agent_id] = 0 + self.curiosity_rewards[agent_id] += intrinsic_rewards[next_idx] if not next_info.local_done[next_idx]: if agent_id not in self.episode_steps: self.episode_steps[agent_id] = 0 @@ -385,11 +391,9 @@ def process_experiences(self, current_info: AllBrainInfo, new_info: AllBrainInfo self.cumulative_rewards[agent_id] = 0 self.episode_steps[agent_id] = 0 if self.use_curiosity: - self.stats["Policy/Curiosity Reward"].append( - self.intrinsic_rewards.get(agent_id, 0) - ) - self.intrinsic_rewards[agent_id] = 0 - self.trainer_metrics.end_experience_collection_timer() + self.stats['Policy/Curiosity Reward'].append( + self.curiosity_rewards.get(agent_id, 0)) + self.curiosity_rewards[agent_id] = 0 def end_episode(self): """ @@ -402,8 +406,8 @@ def end_episode(self): for agent_id in self.episode_steps: self.episode_steps[agent_id] = 0 if self.use_curiosity: - for agent_id in self.intrinsic_rewards: - self.intrinsic_rewards[agent_id] = 0 + for agent_id in self.curiosity_rewards: + self.curiosity_rewards[agent_id] = 0 def is_ready_update(self): """ From 8bf830234b4730233518ce4c02e8cc874f55e1f8 Mon Sep 17 00:00:00 2001 From: vincentpierre Date: Fri, 12 Oct 2018 16:36:18 -0700 Subject: [PATCH 005/251] fix discrete curiosity # Conflicts: # ml-agents/mlagents/trainers/models.py --- config/trainer_config.yaml | 2 ++ ml-agents/mlagents/trainers/models.py | 7 ------- ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail.py | 4 +--- .../trainers/ppo/intrinsic_rewards/gail_discriminator.py | 2 +- ml-agents/mlagents/trainers/ppo/trainer.py | 4 ++++ 5 files changed, 8 insertions(+), 11 deletions(-) diff --git a/config/trainer_config.yaml b/config/trainer_config.yaml index 3122e1839c..54c33733d4 100644 --- a/config/trainer_config.yaml +++ b/config/trainer_config.yaml @@ -121,6 +121,8 @@ VisualPyramidsLearning: 3DBallLearning: normalize: true + use_gail: true + demo_path: ./demos/ExpertBall.demo batch_size: 64 buffer_size: 12000 summary_freq: 1000 diff --git a/ml-agents/mlagents/trainers/models.py b/ml-agents/mlagents/trainers/models.py index cf1005d7a0..5202fec735 100644 --- a/ml-agents/mlagents/trainers/models.py +++ b/ml-agents/mlagents/trainers/models.py @@ -503,16 +503,9 @@ def create_dc_actor_critic(self, h_size, num_layers): tf.one_hot(self.action_holder[:, i], self.act_size[i]) for i in range(len(self.act_size)) ], - axis=1, ) self.selected_actions = tf.stop_gradient(self.action_oh) - self.all_old_log_probs = tf.placeholder( - shape=[None, sum(self.act_size)], dtype=tf.float32, name="old_probabilities" - ) - _, old_normalized_logits = self.create_discrete_action_masking_layer( - self.all_old_log_probs, self.action_masks, self.act_size - ) action_idx = [0] + list(np.cumsum(self.act_size)) diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail.py index 1dc3c4675b..c8ceed52e1 100644 --- a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail.py +++ b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail.py @@ -1,5 +1,3 @@ -import numpy as np - from .intrinsic_reward import IntrinsicReward from .gail_discriminator import Discriminator from mlagents.trainers.demo_loader import demo_to_buffer @@ -20,7 +18,7 @@ def get_intrinsic_rewards(self, current_info, next_info): feed_dict = {self.policy.model.batch_size: len(next_info.vector_observations), self.policy.model.sequence_length: 1} if self.policy.use_continuous_act: - feed_dict[self.policy.model.output] = next_info.previous_vector_actions + feed_dict[self.policy.model.selected_actions] = next_info.previous_vector_actions else: feed_dict[self.policy.model.action_holder] = next_info.previous_vector_actions for i in range(self.policy.model.vis_obs_size): diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail_discriminator.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail_discriminator.py index 9df211ef42..2e25d4e688 100644 --- a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail_discriminator.py +++ b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail_discriminator.py @@ -36,7 +36,7 @@ def create_network(self): self.expert_estimate = self.create_encoder(self.obs_in_expert, self.action_in_expert, False) self.policy_estimate = self.create_encoder(self.policy_model.vector_in, self.policy_model.selected_actions, True) - self.intrinsic_reward = tf.identity(self.policy_estimate, name="GAIL_reward") + self.intrinsic_reward = tf.reshape(self.policy_estimate, [-1], name="GAIL_reward") def create_loss(self, learning_rate): self.mean_expert_estimate = tf.reduce_mean(self.expert_estimate) diff --git a/ml-agents/mlagents/trainers/ppo/trainer.py b/ml-agents/mlagents/trainers/ppo/trainer.py index 974938c277..4584cf651b 100644 --- a/ml-agents/mlagents/trainers/ppo/trainer.py +++ b/ml-agents/mlagents/trainers/ppo/trainer.py @@ -394,6 +394,10 @@ def process_experiences(self, current_info: AllBrainInfo, new_info: AllBrainInfo self.stats['Policy/Curiosity Reward'].append( self.curiosity_rewards.get(agent_id, 0)) self.curiosity_rewards[agent_id] = 0 + if self.use_gail: + self.stats['Policy/GAIL Reward'].append( + self.gail_rewards.get(agent_id, 0)) + self.gail_rewards[agent_id] = 0 def end_episode(self): """ From d3e244e335dfb3a3c1078700dc6ce2214f4eb439 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Fri, 12 Oct 2018 17:03:59 -0700 Subject: [PATCH 006/251] Add expert demonstration --- demos/ExpertBall.demo | Bin 0 -> 23684 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 demos/ExpertBall.demo diff --git a/demos/ExpertBall.demo b/demos/ExpertBall.demo new file mode 100644 index 0000000000000000000000000000000000000000..873e1770a8da0ea6999fd8087c628bdcf4c3c61d GIT binary patch literal 23684 zcmZ|1d00)~_rQM|(1crQoE)7cNQiznyx_9q& zuQFs#$vlM2q_;7I-|qeSd_T|c_x$$TUp$Z3v({dF?X}mi&o$OkGtly#xp3i-Ig1vX z#%b89^_ex-+?V;^A9F1&iJG~Zx-;X{PjFj|qiA4l&! 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a5b95f71f1e64308ba45e4251a043872fb48eea9 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Fri, 12 Oct 2018 17:04:49 -0700 Subject: [PATCH 007/251] Remove notebook --- notebooks/GAIL.ipynb | 367 ----------------------------- notebooks/demos/ExpertBall.demo | Bin 23684 -> 0 bytes notebooks/demos/HeuristicBall.demo | Bin 21531 -> 0 bytes 3 files changed, 367 deletions(-) delete mode 100644 notebooks/GAIL.ipynb delete mode 100644 notebooks/demos/ExpertBall.demo delete mode 100644 notebooks/demos/HeuristicBall.demo diff --git a/notebooks/GAIL.ipynb b/notebooks/GAIL.ipynb deleted file mode 100644 index 0be33c6fb1..0000000000 --- a/notebooks/GAIL.ipynb +++ /dev/null @@ -1,367 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Generative Adversarial Imitation Learning" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [ - "import numpy as np\n", - "import tensorflow as tf\n", - "\n", - "from mlagents.envs import UnityEnvironment\n", - "from mlagents.trainers.demo_loader import load_demonstration" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Load Data" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "def make_data(brain_infos):\n", - " states, actions = [], []\n", - " for idx, brain_info in enumerate(brain_infos):\n", - " if idx > len(brain_infos) - 2:\n", - " break\n", - " current_brain_info = brain_infos[idx]\n", - " next_brain_info = brain_infos[idx + 1]\n", - " states.append(current_brain_info.vector_observations[0])\n", - " actions.append(next_brain_info.previous_vector_actions[0])\n", - " return np.array(states), np.array(actions)\n", - "\n", - "def load_data(location):\n", - " bp, infos, num_steps = load_demonstration(location)\n", - " infos = infos[:max_steps+1]\n", - " states, actions = make_data(infos)\n", - " return bp, states, actions" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "max_steps = 300\n", - "expert_demo = './demos/ExpertBall.demo'\n", - "policy_demo = './demos/HeuristicBall.demo'" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "e_bp, e_states, e_actions = load_data(expert_demo)\n", - "p_bp, p_states, p_actions = load_data(policy_demo)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Define Discrimiator" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [ - "class Discriminator(object):\n", - " def __init__(self, s_size, a_size, h_size, lr):\n", - " self.h_size = h_size\n", - " self.make_inputs(s_size, a_size)\n", - " self.make_network()\n", - " self.make_loss(lr)\n", - " \n", - " def make_inputs(self, s_size, a_size):\n", - " self.state_in_expert = tf.placeholder(shape=[None, s_size], dtype=tf.float32)\n", - " self.action_in_expert = tf.placeholder(shape=[None, a_size], dtype=tf.float32)\n", - " self.state_in_policy = tf.placeholder(shape=[None, s_size], dtype=tf.float32)\n", - " self.action_in_policy = tf.placeholder(shape=[None, a_size], dtype=tf.float32)\n", - " \n", - " def make_discriminator(self, state_in, action_in, reuse):\n", - " with tf.variable_scope(\"discriminator\"):\n", - " concat_input = tf.concat([state_in, action_in], axis=1)\n", - " \n", - " hidden_1 = tf.layers.dense(\n", - " concat_input, self.h_size, activation=tf.nn.elu,\n", - " name=\"d_hidden_1\", reuse=reuse)\n", - " \n", - " hidden_2 = tf.layers.dense(\n", - " hidden_1, self.h_size, activation=tf.nn.elu, \n", - " name=\"d_hidden_2\", reuse=reuse)\n", - " \n", - " d_value = tf.layers.dense(hidden_2, 1, activation=tf.nn.sigmoid, \n", - " name=\"d_value\", reuse=reuse)\n", - " return d_value\n", - " \n", - " def make_loss(self, learning_rate):\n", - " self.de = tf.reduce_mean(self.d_expert)\n", - " self.dp = tf.reduce_mean(self.d_policy)\n", - " self.d_loss = -tf.reduce_mean(tf.log(self.d_expert + 1e-10) + tf.log(1.0 - self.d_policy + 1e-10))\n", - " optimizer = tf.train.AdamOptimizer(learning_rate=learning_rate)\n", - " self.update_batch = optimizer.minimize(self.d_loss)\n", - " \n", - " def make_network(self):\n", - " self.d_expert = self.make_discriminator(self.state_in_expert, self.action_in_expert, False)\n", - " self.d_policy = self.make_discriminator(self.state_in_policy, self.action_in_policy, True)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Train Model" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [ - "batch_size = 32\n", - "num_epoch = 100\n", - "s_size = e_bp.vector_observation_space_size\n", - "a_size = e_bp.vector_action_space_size[0]\n", - "h_size = 64\n", - "lr = 1e-4" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [ - "tf.reset_default_graph()\n", - "\n", - "disc = Discriminator(s_size, a_size, h_size, lr)\n", - "\n", - "init = tf.global_variables_initializer()\n", - "sess = tf.InteractiveSession()\n", - "sess.run(init)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [ - "def random_ordering(array):\n", - " s = np.arange(len(array))\n", - " np.random.shuffle(s)\n", - " return s\n", - "\n", - "def shuffle_buffer(states, actions):\n", - " ordering = random_ordering(states)\n", - " shuffle_states = states[ordering]\n", - " shuffle_actions = actions[ordering]\n", - " return shuffle_states, shuffle_actions\n", - "\n", - "def get_batch(index, batch_size, a_size, states, actions):\n", - " batch_states = states[index*batch_size:(index+1)*batch_size]\n", - " batch_actions = actions[index*batch_size:(index+1)*batch_size]\n", - " batch_actions = np.reshape(batch_actions, [-1, a_size])\n", - " return batch_states, batch_actions" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Epoch: 0 Expert Reward: 0.554 Policy Reward: 0.621 Model Loss: 1.665\n", - "Epoch: 1 Expert Reward: 0.544 Policy Reward: 0.578 Model Loss: 1.504\n", - "Epoch: 2 Expert Reward: 0.536 Policy Reward: 0.532 Model Loss: 1.437\n", - "Epoch: 3 Expert Reward: 0.529 Policy Reward: 0.488 Model Loss: 1.309\n", - "Epoch: 4 Expert Reward: 0.524 Policy Reward: 0.448 Model Loss: 1.213\n", - "Epoch: 5 Expert Reward: 0.522 Policy Reward: 0.412 Model Loss: 1.114\n", - "Epoch: 6 Expert Reward: 0.523 Policy Reward: 0.380 Model Loss: 1.110\n", - "Epoch: 7 Expert Reward: 0.525 Policy Reward: 0.359 Model Loss: 1.072\n", - "Epoch: 8 Expert Reward: 0.529 Policy Reward: 0.338 Model Loss: 1.045\n", - "Epoch: 9 Expert Reward: 0.534 Policy Reward: 0.318 Model Loss: 0.983\n", - "Epoch: 10 Expert Reward: 0.540 Policy Reward: 0.305 Model Loss: 1.017\n", - "Epoch: 11 Expert Reward: 0.545 Policy Reward: 0.290 Model Loss: 0.982\n", - "Epoch: 12 Expert Reward: 0.550 Policy Reward: 0.281 Model Loss: 0.927\n", - "Epoch: 13 Expert Reward: 0.558 Policy Reward: 0.270 Model Loss: 0.907\n", - "Epoch: 14 Expert Reward: 0.564 Policy Reward: 0.264 Model Loss: 0.966\n", - "Epoch: 15 Expert Reward: 0.571 Policy Reward: 0.252 Model Loss: 0.825\n", - "Epoch: 16 Expert Reward: 0.579 Policy Reward: 0.243 Model Loss: 0.772\n", - "Epoch: 17 Expert Reward: 0.586 Policy Reward: 0.240 Model Loss: 0.821\n", - "Epoch: 18 Expert Reward: 0.597 Policy Reward: 0.231 Model Loss: 0.883\n", - "Epoch: 19 Expert Reward: 0.600 Policy Reward: 0.231 Model Loss: 1.023\n", - "Epoch: 20 Expert Reward: 0.607 Policy Reward: 0.224 Model Loss: 0.849\n", - "Epoch: 21 Expert Reward: 0.615 Policy Reward: 0.217 Model Loss: 0.835\n", - "Epoch: 22 Expert Reward: 0.621 Policy Reward: 0.215 Model Loss: 0.986\n", - "Epoch: 23 Expert Reward: 0.631 Policy Reward: 0.213 Model Loss: 0.681\n", - "Epoch: 24 Expert Reward: 0.633 Policy Reward: 0.209 Model Loss: 0.776\n", - "Epoch: 25 Expert Reward: 0.640 Policy Reward: 0.206 Model Loss: 0.845\n", - "Epoch: 26 Expert Reward: 0.649 Policy Reward: 0.204 Model Loss: 0.685\n", - "Epoch: 27 Expert Reward: 0.653 Policy Reward: 0.201 Model Loss: 0.632\n", - "Epoch: 28 Expert Reward: 0.659 Policy Reward: 0.195 Model Loss: 0.728\n", - "Epoch: 29 Expert Reward: 0.665 Policy Reward: 0.194 Model Loss: 0.727\n", - "Epoch: 30 Expert Reward: 0.670 Policy Reward: 0.192 Model Loss: 0.704\n", - "Epoch: 31 Expert Reward: 0.677 Policy Reward: 0.189 Model Loss: 0.681\n", - "Epoch: 32 Expert Reward: 0.684 Policy Reward: 0.189 Model Loss: 0.591\n", - "Epoch: 33 Expert Reward: 0.689 Policy Reward: 0.184 Model Loss: 0.662\n", - "Epoch: 34 Expert Reward: 0.695 Policy Reward: 0.181 Model Loss: 0.684\n", - "Epoch: 35 Expert Reward: 0.698 Policy Reward: 0.179 Model Loss: 0.585\n", - "Epoch: 36 Expert Reward: 0.702 Policy Reward: 0.179 Model Loss: 0.545\n", - "Epoch: 37 Expert Reward: 0.707 Policy Reward: 0.180 Model Loss: 0.685\n", - "Epoch: 38 Expert Reward: 0.712 Policy Reward: 0.173 Model Loss: 0.599\n", - "Epoch: 39 Expert Reward: 0.716 Policy Reward: 0.172 Model Loss: 0.652\n", - "Epoch: 40 Expert Reward: 0.721 Policy Reward: 0.170 Model Loss: 0.560\n", - "Epoch: 41 Expert Reward: 0.726 Policy Reward: 0.167 Model Loss: 0.414\n", - "Epoch: 42 Expert Reward: 0.730 Policy Reward: 0.163 Model Loss: 0.720\n", - "Epoch: 43 Expert Reward: 0.737 Policy Reward: 0.166 Model Loss: 0.512\n", - "Epoch: 44 Expert Reward: 0.738 Policy Reward: 0.165 Model Loss: 0.466\n", - "Epoch: 45 Expert Reward: 0.742 Policy Reward: 0.155 Model Loss: 0.692\n", - "Epoch: 46 Expert Reward: 0.748 Policy Reward: 0.158 Model Loss: 0.487\n", - "Epoch: 47 Expert Reward: 0.752 Policy Reward: 0.159 Model Loss: 0.441\n", - "Epoch: 48 Expert Reward: 0.757 Policy Reward: 0.152 Model Loss: 0.529\n", - "Epoch: 49 Expert Reward: 0.760 Policy Reward: 0.158 Model Loss: 0.601\n", - "Epoch: 50 Expert Reward: 0.767 Policy Reward: 0.155 Model Loss: 0.535\n", - "Epoch: 51 Expert Reward: 0.772 Policy Reward: 0.155 Model Loss: 0.639\n", - "Epoch: 52 Expert Reward: 0.770 Policy Reward: 0.153 Model Loss: 0.462\n", - "Epoch: 53 Expert Reward: 0.773 Policy Reward: 0.149 Model Loss: 0.432\n", - "Epoch: 54 Expert Reward: 0.775 Policy Reward: 0.145 Model Loss: 0.426\n", - "Epoch: 55 Expert Reward: 0.777 Policy Reward: 0.142 Model Loss: 0.379\n", - "Epoch: 56 Expert Reward: 0.782 Policy Reward: 0.149 Model Loss: 0.394\n", - "Epoch: 57 Expert Reward: 0.785 Policy Reward: 0.147 Model Loss: 0.388\n", - "Epoch: 58 Expert Reward: 0.790 Policy Reward: 0.139 Model Loss: 0.451\n", - "Epoch: 59 Expert Reward: 0.791 Policy Reward: 0.143 Model Loss: 0.624\n", - "Epoch: 60 Expert Reward: 0.794 Policy Reward: 0.143 Model Loss: 0.467\n", - "Epoch: 61 Expert Reward: 0.796 Policy Reward: 0.139 Model Loss: 0.757\n", - "Epoch: 62 Expert Reward: 0.801 Policy Reward: 0.143 Model Loss: 0.608\n", - "Epoch: 63 Expert Reward: 0.803 Policy Reward: 0.138 Model Loss: 0.512\n", - "Epoch: 64 Expert Reward: 0.806 Policy Reward: 0.136 Model Loss: 0.560\n", - "Epoch: 65 Expert Reward: 0.812 Policy Reward: 0.135 Model Loss: 0.379\n", - "Epoch: 66 Expert Reward: 0.814 Policy Reward: 0.134 Model Loss: 0.523\n", - "Epoch: 67 Expert Reward: 0.815 Policy Reward: 0.135 Model Loss: 0.473\n", - "Epoch: 68 Expert Reward: 0.816 Policy Reward: 0.133 Model Loss: 0.336\n", - "Epoch: 69 Expert Reward: 0.818 Policy Reward: 0.132 Model Loss: 0.420\n", - "Epoch: 70 Expert Reward: 0.823 Policy Reward: 0.129 Model Loss: 0.287\n", - "Epoch: 71 Expert Reward: 0.826 Policy Reward: 0.120 Model Loss: 0.299\n", - "Epoch: 72 Expert Reward: 0.827 Policy Reward: 0.126 Model Loss: 0.361\n", - "Epoch: 73 Expert Reward: 0.827 Policy Reward: 0.127 Model Loss: 0.375\n", - "Epoch: 74 Expert Reward: 0.831 Policy Reward: 0.128 Model Loss: 0.413\n", - "Epoch: 75 Expert Reward: 0.835 Policy Reward: 0.130 Model Loss: 0.291\n", - "Epoch: 76 Expert Reward: 0.833 Policy Reward: 0.124 Model Loss: 0.254\n", - "Epoch: 77 Expert Reward: 0.835 Policy Reward: 0.119 Model Loss: 0.288\n", - "Epoch: 78 Expert Reward: 0.842 Policy Reward: 0.126 Model Loss: 0.286\n", - "Epoch: 79 Expert Reward: 0.840 Policy Reward: 0.122 Model Loss: 0.502\n", - "Epoch: 80 Expert Reward: 0.842 Policy Reward: 0.126 Model Loss: 0.365\n", - "Epoch: 81 Expert Reward: 0.843 Policy Reward: 0.123 Model Loss: 0.279\n", - "Epoch: 82 Expert Reward: 0.845 Policy Reward: 0.122 Model Loss: 0.280\n", - "Epoch: 83 Expert Reward: 0.846 Policy Reward: 0.118 Model Loss: 0.443\n", - "Epoch: 84 Expert Reward: 0.849 Policy Reward: 0.120 Model Loss: 0.524\n", - "Epoch: 85 Expert Reward: 0.850 Policy Reward: 0.118 Model Loss: 0.349\n", - "Epoch: 86 Expert Reward: 0.852 Policy Reward: 0.117 Model Loss: 0.219\n", - "Epoch: 87 Expert Reward: 0.856 Policy Reward: 0.118 Model Loss: 0.469\n", - "Epoch: 88 Expert Reward: 0.854 Policy Reward: 0.119 Model Loss: 0.196\n", - "Epoch: 89 Expert Reward: 0.858 Policy Reward: 0.117 Model Loss: 0.271\n", - "Epoch: 90 Expert Reward: 0.861 Policy Reward: 0.113 Model Loss: 0.345\n", - "Epoch: 91 Expert Reward: 0.859 Policy Reward: 0.111 Model Loss: 0.290\n", - "Epoch: 92 Expert Reward: 0.860 Policy Reward: 0.113 Model Loss: 0.236\n", - "Epoch: 93 Expert Reward: 0.861 Policy Reward: 0.112 Model Loss: 0.577\n", - "Epoch: 94 Expert Reward: 0.863 Policy Reward: 0.111 Model Loss: 0.596\n", - "Epoch: 95 Expert Reward: 0.864 Policy Reward: 0.112 Model Loss: 0.345\n", - "Epoch: 96 Expert Reward: 0.865 Policy Reward: 0.102 Model Loss: 0.335\n", - "Epoch: 97 Expert Reward: 0.867 Policy Reward: 0.107 Model Loss: 0.296\n", - "Epoch: 98 Expert Reward: 0.871 Policy Reward: 0.103 Model Loss: 0.316\n", - "Epoch: 99 Expert Reward: 0.873 Policy Reward: 0.107 Model Loss: 0.345\n" - ] - } - ], - "source": [ - "for i in range(num_epoch):\n", - " e_states, e_actions = shuffle_buffer(e_states, e_actions) \n", - " p_states, p_actions = shuffle_buffer(p_states, p_actions)\n", - " p_batch_reward, e_batch_reward = [], []\n", - "\n", - " for j in range(len(p_states)//batch_size):\n", - " e_batch_states, e_batch_actions = get_batch(j, batch_size, a_size, e_states, e_actions)\n", - " p_batch_states, p_batch_actions = get_batch(j, batch_size, a_size, p_states, p_actions)\n", - " \n", - " feed_dict = {disc.state_in_expert: e_batch_states, \n", - " disc.state_in_policy: p_batch_states,\n", - " disc.action_in_expert: e_batch_actions, \n", - " disc.action_in_policy: p_batch_actions}\n", - " \n", - " run_list = [disc.de, disc.dp, disc.d_loss, disc.update_batch]\n", - " d_e, d_p, loss, _ = sess.run(run_list, feed_dict=feed_dict)\n", - " e_batch_reward.append(d_e)\n", - " p_batch_reward.append(d_p)\n", - " print(\"Epoch: {}\".format(i), \n", - " \"Expert Reward: {:.3f}\".format(np.mean(e_batch_reward)), \n", - " \"Policy Reward: {:.3f}\".format(np.mean(p_batch_reward)), \n", - " \"Model Loss: {:.3f}\".format(loss))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.6" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/notebooks/demos/ExpertBall.demo b/notebooks/demos/ExpertBall.demo deleted file mode 100644 index 873e1770a8da0ea6999fd8087c628bdcf4c3c61d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 23684 zcmZ|1d00)~_rQM|(1crQoE)7cNQiznyx_9q& zuQFs#$vlM2q_;7I-|qeSd_T|c_x$$TUp$Z3v({dF?X}mi&o$OkGtly#xp3i-Ig1vX 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00:00:00 2001 From: Arthur Juliani Date: Fri, 12 Oct 2018 17:45:24 -0700 Subject: [PATCH 008/251] Record intrinsic rewards properly --- ml-agents/mlagents/trainers/ppo/trainer.py | 36 +++++++++++++--------- 1 file changed, 21 insertions(+), 15 deletions(-) diff --git a/ml-agents/mlagents/trainers/ppo/trainer.py b/ml-agents/mlagents/trainers/ppo/trainer.py index 4584cf651b..5592dabd9c 100644 --- a/ml-agents/mlagents/trainers/ppo/trainer.py +++ b/ml-agents/mlagents/trainers/ppo/trainer.py @@ -244,9 +244,9 @@ def add_experiences( curr_to_use = curr_info if self.use_curiosity: - intrinsic_rewards = self.policy.curiosity.get_intrinsic_rewards(curr_to_use, next_info) + curiosity_rewards = self.policy.curiosity.get_intrinsic_rewards(curr_to_use, next_info) if self.use_gail: - intrinsic_rewards = self.policy.gail.get_intrinsic_rewards(curr_to_use, next_info) + gail_rewards = self.policy.gail.get_intrinsic_rewards(curr_to_use, next_info) for agent_id in next_info.agents: stored_info = self.training_buffer[agent_id].last_brain_info @@ -298,25 +298,28 @@ def add_experiences( self.training_buffer[agent_id]['prev_action'].append( stored_info.previous_vector_actions[idx]) self.training_buffer[agent_id]['masks'].append(1.0) - if self.use_curiosity or self.use_gail: - self.training_buffer[agent_id]['rewards'].append( - next_info.rewards[next_idx] + - intrinsic_rewards[next_idx]) - else: - self.training_buffer[agent_id]["rewards"].append( - next_info.rewards[next_idx] - ) - self.training_buffer[agent_id]["action_probs"].append(a_dist[idx]) - self.training_buffer[agent_id]["value_estimates"].append( - value[idx][0] - ) + + intrinsic_rewards = next_info.rewards[next_idx] * 0.0 + if self.use_curiosity: + intrinsic_rewards += curiosity_rewards[next_idx] + if self.use_gail: + intrinsic_rewards += gail_rewards[next_idx] + self.training_buffer[agent_id]['rewards'].append( + next_info.rewards[next_idx] + intrinsic_rewards) + + self.training_buffer[agent_id]['action_probs'].append(a_dist[idx]) + self.training_buffer[agent_id]['value_estimates'].append(value[idx][0]) if agent_id not in self.cumulative_rewards: self.cumulative_rewards[agent_id] = 0 self.cumulative_rewards[agent_id] += next_info.rewards[next_idx] if self.use_curiosity: if agent_id not in self.curiosity_rewards: self.curiosity_rewards[agent_id] = 0 - self.curiosity_rewards[agent_id] += intrinsic_rewards[next_idx] + self.curiosity_rewards[agent_id] += curiosity_rewards[next_idx] + if self.use_gail: + if agent_id not in self.gail_rewards: + self.gail_rewards[agent_id] = 0 + self.gail_rewards[agent_id] += gail_rewards[next_idx] if not next_info.local_done[next_idx]: if agent_id not in self.episode_steps: self.episode_steps[agent_id] = 0 @@ -412,6 +415,9 @@ def end_episode(self): if self.use_curiosity: for agent_id in self.curiosity_rewards: self.curiosity_rewards[agent_id] = 0 + if self.use_gail: + for agent_id in self.gail_rewards: + self.gail_rewards[agent_id] = 0 def is_ready_update(self): """ From 49cff40ba1ef48be931cb277b85156cb2c7aeb92 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Fri, 12 Oct 2018 18:20:27 -0700 Subject: [PATCH 009/251] Add gail model updating --- .../trainers/ppo/intrinsic_rewards/gail.py | 46 +++++++++++++++++-- .../ppo/intrinsic_rewards/intrinsic_reward.py | 3 -- ml-agents/mlagents/trainers/ppo/trainer.py | 10 ++-- 3 files changed, 50 insertions(+), 9 deletions(-) diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail.py index c8ceed52e1..3a402e3582 100644 --- a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail.py +++ b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail.py @@ -1,3 +1,5 @@ +import numpy as np + from .intrinsic_reward import IntrinsicReward from .gail_discriminator import Discriminator from mlagents.trainers.demo_loader import demo_to_buffer @@ -9,7 +11,7 @@ def __init__(self, policy, h_size, lr, demo_path): self.name = "GAIL" self.policy = policy self.discriminator = Discriminator(policy.model, h_size, lr) - self.expert_demos, _ = demo_to_buffer(demo_path, 1) + _, self.demonstration_buffer = demo_to_buffer(demo_path, 1) def get_intrinsic_rewards(self, current_info, next_info): if len(current_info.agents) == 0: @@ -34,5 +36,43 @@ def get_intrinsic_rewards(self, current_info, next_info): intrinsic_rewards = raw_intrinsic_rewards * float(self.policy.has_updated) return intrinsic_rewards - def update_generator(self, mini_batch): - return None + def update_generator(self, policy_buffer, n_sequences, batches_per_epoch): + self.demonstration_buffer.update_buffer.shuffle() + policy_buffer.update_buffer.shuffle() + batch_losses = [] + num_batches = min(len(self.demonstration_buffer.update_buffer['actions']) // + n_sequences, batches_per_epoch) + for i in range(num_batches): + demo_update_buffer = self.demonstration_buffer.update_buffer + policy_update_buffer = policy_buffer.update_buffer + start = i * n_sequences + end = (i + 1) * n_sequences + mini_batch_demo = demo_update_buffer.make_mini_batch(start, end) + mini_batch_policy = policy_update_buffer.make_mini_batch(start, end) + run_out = self.update(mini_batch_demo, mini_batch_policy) + loss = run_out['gail_loss'] + batch_losses.append(loss) + return np.mean(batch_losses) + + def update(self, mini_batch_demo, mini_batch_policy): + feed_dict = {} + if self.policy.use_continuous_act: + feed_dict[self.policy.model.selected_actions] = mini_batch_policy['actions'].reshape( + [-1, self.policy.model.act_size[0]]) + feed_dict[self.discriminator.action_in_expert] = mini_batch_demo['actions'].reshape( + [-1, self.policy.model.act_size[0]]) + else: + feed_dict[self.policy.model.action_holder] = mini_batch_policy['actions'].reshape( + [-1, len(self.policy.model.act_size)]) + feed_dict[self.discriminator.action_in_expert] = mini_batch_demo['actions'].reshape( + [-1, len(self.policy.model.act_size)]) + + if self.policy.use_vec_obs: + feed_dict[self.policy.model.vector_in] = mini_batch_policy['vector_obs'].reshape( + [-1, self.policy.vec_obs_size]) + feed_dict[self.discriminator.obs_in_expert] = mini_batch_demo['vector_obs'].reshape( + [-1, self.policy.vec_obs_size]) + loss, _ = self.policy.sess.run([self.discriminator.loss, self.discriminator.update_batch], + feed_dict=feed_dict) + run_out = {'gail_loss': loss} + return run_out diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/intrinsic_reward.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/intrinsic_reward.py index d7702e450d..0abb3363c7 100644 --- a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/intrinsic_reward.py +++ b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/intrinsic_reward.py @@ -14,6 +14,3 @@ def get_intrinsic_rewards(self, current_info, next_info): :return: the intrinsic reward provided by the generator """ raise UnityTrainerException("The get_reward property was not implemented.") - - def update_generator(self, mini_batch): - raise UnityTrainerException("The update_generator property was not implemented.") diff --git a/ml-agents/mlagents/trainers/ppo/trainer.py b/ml-agents/mlagents/trainers/ppo/trainer.py index 5592dabd9c..b9cfc66ba2 100644 --- a/ml-agents/mlagents/trainers/ppo/trainer.py +++ b/ml-agents/mlagents/trainers/ppo/trainer.py @@ -305,7 +305,8 @@ def add_experiences( if self.use_gail: intrinsic_rewards += gail_rewards[next_idx] self.training_buffer[agent_id]['rewards'].append( - next_info.rewards[next_idx] + intrinsic_rewards) + intrinsic_rewards) + #next_info.rewards[next_idx] + intrinsic_rewards) self.training_buffer[agent_id]['action_probs'].append(a_dist[idx]) self.training_buffer[agent_id]['value_estimates'].append(value[idx][0]) @@ -465,8 +466,11 @@ def update_policy(self): self.stats["Losses/Value Loss"].append(np.mean(value_total)) self.stats["Losses/Policy Loss"].append(np.mean(policy_total)) if self.use_curiosity: - self.stats["Losses/Forward Loss"].append(np.mean(forward_total)) - self.stats["Losses/Inverse Loss"].append(np.mean(inverse_total)) + self.stats['Losses/Forward Loss'].append(np.mean(forward_total)) + self.stats['Losses/Inverse Loss'].append(np.mean(inverse_total)) + + gail_loss = self.policy.gail.update_generator(self.training_buffer, n_sequences, 10) + self.stats['Losses/GAIL Loss'].append(gail_loss) self.training_buffer.reset_update_buffer() self.trainer_metrics.end_policy_update() From 48d3769302812edf5cd00f455684dae41d0c8648 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Mon, 15 Oct 2018 15:22:15 -0700 Subject: [PATCH 010/251] Code cleanup --- .../trainers/ppo/intrinsic_rewards/curiosity.py | 2 +- .../mlagents/trainers/ppo/intrinsic_rewards/gail.py | 12 ++++++------ .../{gail_discriminator.py => gail_model.py} | 8 +++++--- .../ppo/intrinsic_rewards/intrinsic_reward.py | 2 +- ml-agents/mlagents/trainers/ppo/trainer.py | 12 ++++++------ 5 files changed, 19 insertions(+), 17 deletions(-) rename ml-agents/mlagents/trainers/ppo/intrinsic_rewards/{gail_discriminator.py => gail_model.py} (86%) diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity.py index f904399c5a..dd8be2d33f 100644 --- a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity.py +++ b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity.py @@ -9,7 +9,7 @@ def __init__(self, policy, encoding_size, strength): self.policy = policy self.icm = ICM(policy.model, encoding_size=encoding_size, strength=strength) - def get_intrinsic_rewards(self, current_info, next_info): + def evaluate(self, current_info, next_info): """ Generates intrinsic reward used for Curiosity-based training. :BrainInfo current_info: Current BrainInfo. diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail.py index 3a402e3582..da16afd6f7 100644 --- a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail.py +++ b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail.py @@ -1,7 +1,7 @@ import numpy as np from .intrinsic_reward import IntrinsicReward -from .gail_discriminator import Discriminator +from .gail_model import Discriminator from mlagents.trainers.demo_loader import demo_to_buffer @@ -13,7 +13,7 @@ def __init__(self, policy, h_size, lr, demo_path): self.discriminator = Discriminator(policy.model, h_size, lr) _, self.demonstration_buffer = demo_to_buffer(demo_path, 1) - def get_intrinsic_rewards(self, current_info, next_info): + def evaluate(self, current_info, next_info): if len(current_info.agents) == 0: return [] @@ -36,12 +36,12 @@ def get_intrinsic_rewards(self, current_info, next_info): intrinsic_rewards = raw_intrinsic_rewards * float(self.policy.has_updated) return intrinsic_rewards - def update_generator(self, policy_buffer, n_sequences, batches_per_epoch): + def update(self, policy_buffer, n_sequences, max_batches): self.demonstration_buffer.update_buffer.shuffle() policy_buffer.update_buffer.shuffle() batch_losses = [] num_batches = min(len(self.demonstration_buffer.update_buffer['actions']) // - n_sequences, batches_per_epoch) + n_sequences, max_batches) for i in range(num_batches): demo_update_buffer = self.demonstration_buffer.update_buffer policy_update_buffer = policy_buffer.update_buffer @@ -49,12 +49,12 @@ def update_generator(self, policy_buffer, n_sequences, batches_per_epoch): end = (i + 1) * n_sequences mini_batch_demo = demo_update_buffer.make_mini_batch(start, end) mini_batch_policy = policy_update_buffer.make_mini_batch(start, end) - run_out = self.update(mini_batch_demo, mini_batch_policy) + run_out = self._update_batch(mini_batch_demo, mini_batch_policy) loss = run_out['gail_loss'] batch_losses.append(loss) return np.mean(batch_losses) - def update(self, mini_batch_demo, mini_batch_policy): + def _update_batch(self, mini_batch_demo, mini_batch_policy): feed_dict = {} if self.policy.use_continuous_act: feed_dict[self.policy.model.selected_actions] = mini_batch_policy['actions'].reshape( diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail_discriminator.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail_model.py similarity index 86% rename from ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail_discriminator.py rename to ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail_model.py index 2e25d4e688..7152392ef7 100644 --- a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail_discriminator.py +++ b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail_model.py @@ -1,6 +1,7 @@ import tensorflow as tf import numpy as np + class Discriminator(object): def __init__(self, policy_model, h_size, lr): self.h_size = h_size @@ -33,9 +34,10 @@ def create_encoder(self, state_in, action_in, reuse): return estimate def create_network(self): - self.expert_estimate = self.create_encoder(self.obs_in_expert, self.action_in_expert, False) - self.policy_estimate = self.create_encoder(self.policy_model.vector_in, - self.policy_model.selected_actions, True) + self.expert_estimate = self.create_encoder( + self.obs_in_expert, self.action_in_expert, False) + self.policy_estimate = self.create_encoder( + self.policy_model.vector_in,self.policy_model.selected_actions, True) self.intrinsic_reward = tf.reshape(self.policy_estimate, [-1], name="GAIL_reward") def create_loss(self, learning_rate): diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/intrinsic_reward.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/intrinsic_reward.py index 0abb3363c7..5de97b253b 100644 --- a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/intrinsic_reward.py +++ b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/intrinsic_reward.py @@ -8,7 +8,7 @@ class IntrinsicReward(object): def __init__(self): self.name = "Base" - def get_intrinsic_rewards(self, current_info, next_info): + def evaluate(self, current_info, next_info): """ Returns the number of training steps the trainer has performed :return: the intrinsic reward provided by the generator diff --git a/ml-agents/mlagents/trainers/ppo/trainer.py b/ml-agents/mlagents/trainers/ppo/trainer.py index b9cfc66ba2..942f657621 100644 --- a/ml-agents/mlagents/trainers/ppo/trainer.py +++ b/ml-agents/mlagents/trainers/ppo/trainer.py @@ -1,6 +1,6 @@ # # Unity ML-Agents Toolkit # ## ML-Agent Learning (PPO) -# Contains an implementation of PPO as described (https://arxiv.org/abs/1707.06347). +# Contains an implementation of PPO as described in: https://arxiv.org/abs/1707.06347 import logging from collections import deque @@ -244,9 +244,9 @@ def add_experiences( curr_to_use = curr_info if self.use_curiosity: - curiosity_rewards = self.policy.curiosity.get_intrinsic_rewards(curr_to_use, next_info) + curiosity_rewards = self.policy.curiosity.evaluate(curr_to_use, next_info) if self.use_gail: - gail_rewards = self.policy.gail.get_intrinsic_rewards(curr_to_use, next_info) + gail_rewards = self.policy.gail.evaluate(curr_to_use, next_info) for agent_id in next_info.agents: stored_info = self.training_buffer[agent_id].last_brain_info @@ -468,9 +468,9 @@ def update_policy(self): if self.use_curiosity: self.stats['Losses/Forward Loss'].append(np.mean(forward_total)) self.stats['Losses/Inverse Loss'].append(np.mean(inverse_total)) - - gail_loss = self.policy.gail.update_generator(self.training_buffer, n_sequences, 10) - self.stats['Losses/GAIL Loss'].append(gail_loss) + if self.use_gail: + gail_loss = self.policy.gail.update(self.training_buffer, n_sequences, 32) + self.stats['Losses/GAIL Loss'].append(gail_loss) self.training_buffer.reset_update_buffer() self.trainer_metrics.end_policy_update() From 6eeb565b21a6bbce618f095a671e7fbaaa69efc0 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Mon, 15 Oct 2018 15:24:20 -0700 Subject: [PATCH 011/251] Nested structure for intrinsic rewards --- .../trainers/ppo/intrinsic_rewards/curiosity/__init__.py | 0 .../ppo/intrinsic_rewards/{ => curiosity}/curiosity.py | 2 +- .../ppo/intrinsic_rewards/{ => curiosity}/curiosity_model.py | 0 .../mlagents/trainers/ppo/intrinsic_rewards/gail/__init__.py | 0 .../trainers/ppo/intrinsic_rewards/{ => gail}/gail.py | 2 +- .../trainers/ppo/intrinsic_rewards/{ => gail}/gail_model.py | 0 ml-agents/mlagents/trainers/ppo/policy.py | 4 ++-- 7 files changed, 4 insertions(+), 4 deletions(-) create mode 100644 ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/__init__.py rename ml-agents/mlagents/trainers/ppo/intrinsic_rewards/{ => curiosity}/curiosity.py (95%) rename ml-agents/mlagents/trainers/ppo/intrinsic_rewards/{ => curiosity}/curiosity_model.py (100%) create mode 100644 ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/__init__.py rename ml-agents/mlagents/trainers/ppo/intrinsic_rewards/{ => gail}/gail.py (97%) rename ml-agents/mlagents/trainers/ppo/intrinsic_rewards/{ => gail}/gail_model.py (100%) diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/__init__.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/curiosity.py similarity index 95% rename from ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity.py rename to ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/curiosity.py index dd8be2d33f..64e0f8d901 100644 --- a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity.py +++ b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/curiosity.py @@ -1,4 +1,4 @@ -from .intrinsic_reward import IntrinsicReward +from mlagents.trainers.ppo.intrinsic_rewards.intrinsic_reward import IntrinsicReward from .curiosity_model import ICM diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity_model.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/curiosity_model.py similarity index 100% rename from ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity_model.py rename to ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/curiosity_model.py diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/__init__.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/gail.py similarity index 97% rename from ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail.py rename to ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/gail.py index da16afd6f7..1dc3064bae 100644 --- a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail.py +++ b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/gail.py @@ -1,6 +1,6 @@ import numpy as np -from .intrinsic_reward import IntrinsicReward +from mlagents.trainers.ppo.intrinsic_rewards.intrinsic_reward import IntrinsicReward from .gail_model import Discriminator from mlagents.trainers.demo_loader import demo_to_buffer diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail_model.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/gail_model.py similarity index 100% rename from ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail_model.py rename to ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/gail_model.py diff --git a/ml-agents/mlagents/trainers/ppo/policy.py b/ml-agents/mlagents/trainers/ppo/policy.py index 91d6b74489..a8fe266269 100644 --- a/ml-agents/mlagents/trainers/ppo/policy.py +++ b/ml-agents/mlagents/trainers/ppo/policy.py @@ -3,8 +3,8 @@ from mlagents.trainers.ppo.models import PPOModel from mlagents.trainers.policy import Policy -from mlagents.trainers.ppo.intrinsic_rewards.curiosity import Curiosity -from mlagents.trainers.ppo.intrinsic_rewards.gail import GAIL +from mlagents.trainers.ppo.intrinsic_rewards.curiosity.curiosity import Curiosity +from mlagents.trainers.ppo.intrinsic_rewards.gail.gail import GAIL logger = logging.getLogger("mlagents.trainers") From 8ca772882383c80889add1b7228ff87d7c1ddf14 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Mon, 15 Oct 2018 15:37:15 -0700 Subject: [PATCH 012/251] Rename files --- .../curiosity/{curiosity.py => generator.py} | 2 +- .../curiosity/{curiosity_model.py => model.py} | 0 .../ppo/intrinsic_rewards/gail/{gail.py => generator.py} | 9 ++++++--- .../intrinsic_rewards/gail/{gail_model.py => model.py} | 0 ml-agents/mlagents/trainers/ppo/policy.py | 4 ++-- 5 files changed, 9 insertions(+), 6 deletions(-) rename ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/{curiosity.py => generator.py} (98%) rename ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/{curiosity_model.py => model.py} (100%) rename ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/{gail.py => generator.py} (93%) rename ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/{gail_model.py => model.py} (100%) diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/curiosity.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/generator.py similarity index 98% rename from ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/curiosity.py rename to ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/generator.py index 64e0f8d901..49d96afbf5 100644 --- a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/curiosity.py +++ b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/generator.py @@ -1,5 +1,5 @@ from mlagents.trainers.ppo.intrinsic_rewards.intrinsic_reward import IntrinsicReward -from .curiosity_model import ICM +from .model import ICM class Curiosity(IntrinsicReward): diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/curiosity_model.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/model.py similarity index 100% rename from ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/curiosity_model.py rename to ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/model.py diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/gail.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/generator.py similarity index 93% rename from ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/gail.py rename to ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/generator.py index 1dc3064bae..700ddc983b 100644 --- a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/gail.py +++ b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/generator.py @@ -1,7 +1,7 @@ import numpy as np from mlagents.trainers.ppo.intrinsic_rewards.intrinsic_reward import IntrinsicReward -from .gail_model import Discriminator +from .model import Discriminator from mlagents.trainers.demo_loader import demo_to_buffer @@ -40,8 +40,11 @@ def update(self, policy_buffer, n_sequences, max_batches): self.demonstration_buffer.update_buffer.shuffle() policy_buffer.update_buffer.shuffle() batch_losses = [] - num_batches = min(len(self.demonstration_buffer.update_buffer['actions']) // - n_sequences, max_batches) + possible_batches = len(self.demonstration_buffer.update_buffer['actions']) // n_sequences + if max_batches == 0: + num_batches = possible_batches + else: + num_batches = min(possible_batches, max_batches) for i in range(num_batches): demo_update_buffer = self.demonstration_buffer.update_buffer policy_update_buffer = policy_buffer.update_buffer diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/gail_model.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/model.py similarity index 100% rename from ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/gail_model.py rename to ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/model.py diff --git a/ml-agents/mlagents/trainers/ppo/policy.py b/ml-agents/mlagents/trainers/ppo/policy.py index a8fe266269..e1f7166895 100644 --- a/ml-agents/mlagents/trainers/ppo/policy.py +++ b/ml-agents/mlagents/trainers/ppo/policy.py @@ -3,8 +3,8 @@ from mlagents.trainers.ppo.models import PPOModel from mlagents.trainers.policy import Policy -from mlagents.trainers.ppo.intrinsic_rewards.curiosity.curiosity import Curiosity -from mlagents.trainers.ppo.intrinsic_rewards.gail.gail import GAIL +from mlagents.trainers.ppo.intrinsic_rewards.curiosity.generator import Curiosity +from mlagents.trainers.ppo.intrinsic_rewards.gail.generator import GAIL logger = logging.getLogger("mlagents.trainers") From 226b5c7839b60a4d00c566ddf5713440f537eed2 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Mon, 15 Oct 2018 15:55:39 -0700 Subject: [PATCH 013/251] Update models so files --- config/trainer_config.yaml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/config/trainer_config.yaml b/config/trainer_config.yaml index 54c33733d4..d6580b6b09 100644 --- a/config/trainer_config.yaml +++ b/config/trainer_config.yaml @@ -181,6 +181,8 @@ WalkerLearning: summary_freq: 3000 num_layers: 3 hidden_units: 512 + use_gail: true + demo_path: ./demos/ExpertWalker.demo ReacherLearning: normalize: true From 3386aa753888eac2fc27685b857cccf4f92bf12e Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Mon, 15 Oct 2018 15:57:00 -0700 Subject: [PATCH 014/251] fix typo --- .../mlagents/trainers/ppo/intrinsic_rewards/intrinsic_reward.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/intrinsic_reward.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/intrinsic_reward.py index 5de97b253b..adbdbd8225 100644 --- a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/intrinsic_reward.py +++ b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/intrinsic_reward.py @@ -13,4 +13,4 @@ def evaluate(self, current_info, next_info): Returns the number of training steps the trainer has performed :return: the intrinsic reward provided by the generator """ - raise UnityTrainerException("The get_reward property was not implemented.") + raise UnityTrainerException("The evaluate function was not implemented.") From 67997563f3fb74967f748a865a5d75b23ef1dd21 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Mon, 15 Oct 2018 16:37:55 -0700 Subject: [PATCH 015/251] Add reward strength parameter --- config/offline_bc_config.yaml | 12 ++++++ config/trainer_config.yaml | 8 ++++ demos/ExpertBouncer.demo | Bin 0 -> 16377 bytes ml-agents/mlagents/trainers/models.py | 45 ++++++++------------- ml-agents/mlagents/trainers/ppo/trainer.py | 11 ++--- 5 files changed, 43 insertions(+), 33 deletions(-) create mode 100644 demos/ExpertBouncer.demo diff --git a/config/offline_bc_config.yaml b/config/offline_bc_config.yaml index 346c6c894c..ac377afb66 100644 --- a/config/offline_bc_config.yaml +++ b/config/offline_bc_config.yaml @@ -25,3 +25,15 @@ HallwayLearning: memory_size: 256 sequence_length: 32 demo_path: ./UnitySDK/Assets/Demonstrations/Hallway.demo + +BouncerLearning: + trainer: offline_bc + normalize: true + max_steps: 5.0e5 + batch_size: 32 + batches_per_epoch: 10 + buffer_size: 512 + num_layers: 2 + hidden_units: 64 + summary_freq: 1000 + demo_path: ./demos/ExpertBouncer.demo diff --git a/config/trainer_config.yaml b/config/trainer_config.yaml index d6580b6b09..988de5382b 100644 --- a/config/trainer_config.yaml +++ b/config/trainer_config.yaml @@ -20,6 +20,8 @@ default: use_curiosity: false curiosity_strength: 0.01 curiosity_enc_size: 128 + reward_strength: 1.0 + use_gail: false BananaLearning: normalize: false @@ -31,8 +33,14 @@ BananaLearning: BouncerLearning: normalize: true max_steps: 5.0e5 + batch_size: 32 + buffer_size: 512 num_layers: 2 hidden_units: 64 + summary_freq: 1000 + use_gail: true + reward_strength: 0.0 + demo_path: ./demos/ExpertBouncer.demo PushBlockLearning: max_steps: 5.0e4 diff --git a/demos/ExpertBouncer.demo b/demos/ExpertBouncer.demo new file mode 100644 index 0000000000000000000000000000000000000000..2ab16a96661b9ae7fef118b9d902496ccce75b7d GIT binary patch literal 16377 zcmbW8c~p+u+s8|pDw3fn<6~A*hEVN$UnQgrArTdtP&67+P9q@=WQ>qh(qxE|diK2| 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dictionary of reward signals --- .../intrinsic_rewards/curiosity/generator.py | 40 ------- ml-agents/mlagents/trainers/ppo/policy.py | 55 ++++------ .../__init__.py | 0 .../curiosity/__init__.py | 0 .../curiosity/model.py | 12 ++- .../ppo/reward_signals/curiosity/signal.py | 100 ++++++++++++++++++ .../gail/__init__.py | 0 .../gail/model.py | 2 +- .../gail/signal.py} | 9 +- .../ppo/reward_signals/reward_manager.py | 5 + .../reward_signal.py} | 2 +- ml-agents/mlagents/trainers/ppo/trainer.py | 69 ++++++------ 12 files changed, 172 insertions(+), 122 deletions(-) delete mode 100644 ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/generator.py rename ml-agents/mlagents/trainers/ppo/{intrinsic_rewards => reward_signals}/__init__.py (100%) rename ml-agents/mlagents/trainers/ppo/{intrinsic_rewards => reward_signals}/curiosity/__init__.py (100%) rename ml-agents/mlagents/trainers/ppo/{intrinsic_rewards => reward_signals}/curiosity/model.py (95%) create mode 100644 ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py rename ml-agents/mlagents/trainers/ppo/{intrinsic_rewards => reward_signals}/gail/__init__.py (100%) rename ml-agents/mlagents/trainers/ppo/{intrinsic_rewards => reward_signals}/gail/model.py (98%) rename ml-agents/mlagents/trainers/ppo/{intrinsic_rewards/gail/generator.py => reward_signals/gail/signal.py} (94%) create mode 100644 ml-agents/mlagents/trainers/ppo/reward_signals/reward_manager.py rename ml-agents/mlagents/trainers/ppo/{intrinsic_rewards/intrinsic_reward.py => reward_signals/reward_signal.py} (93%) diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/generator.py b/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/generator.py deleted file mode 100644 index 49d96afbf5..0000000000 --- a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/generator.py +++ /dev/null @@ -1,40 +0,0 @@ -from mlagents.trainers.ppo.intrinsic_rewards.intrinsic_reward import IntrinsicReward -from .model import ICM - - -class Curiosity(IntrinsicReward): - def __init__(self, policy, encoding_size, strength): - super().__init__() - self.name = "Curiosity" - self.policy = policy - self.icm = ICM(policy.model, encoding_size=encoding_size, strength=strength) - - def evaluate(self, current_info, next_info): - """ - Generates intrinsic reward used for Curiosity-based training. - :BrainInfo current_info: Current BrainInfo. - :BrainInfo next_info: Next BrainInfo. - :return: Intrinsic rewards for all agents. - """ - if len(current_info.agents) == 0: - return [] - - feed_dict = {self.policy.model.batch_size: len(next_info.vector_observations), - self.policy.model.sequence_length: 1} - if self.policy.use_continuous_act: - feed_dict[self.policy.model.selected_actions] = next_info.previous_vector_actions - else: - feed_dict[self.policy.model.action_holder] = next_info.previous_vector_actions - for i in range(self.policy.model.vis_obs_size): - feed_dict[self.policy.model.visual_in[i]] = current_info.visual_observations[i] - feed_dict[self.icm.next_visual_in[i]] = next_info.visual_observations[i] - if self.policy.use_vec_obs: - feed_dict[self.policy.model.vector_in] = current_info.vector_observations - feed_dict[self.icm.next_vector_in] = next_info.vector_observations - if self.policy.use_recurrent: - if current_info.memories.shape[1] == 0: - current_info.memories = self.policy.make_empty_memory(len(current_info.agents)) - feed_dict[self.policy.model.memory_in] = current_info.memories - raw_intrinsic_rewards = self.policy.sess.run(self.icm.intrinsic_reward, feed_dict=feed_dict) - intrinsic_rewards = raw_intrinsic_rewards * float(self.policy.has_updated) - return intrinsic_rewards diff --git a/ml-agents/mlagents/trainers/ppo/policy.py b/ml-agents/mlagents/trainers/ppo/policy.py index e1f7166895..b2e3964e00 100644 --- a/ml-agents/mlagents/trainers/ppo/policy.py +++ b/ml-agents/mlagents/trainers/ppo/policy.py @@ -3,8 +3,9 @@ from mlagents.trainers.ppo.models import PPOModel from mlagents.trainers.policy import Policy -from mlagents.trainers.ppo.intrinsic_rewards.curiosity.generator import Curiosity -from mlagents.trainers.ppo.intrinsic_rewards.gail.generator import GAIL +from mlagents.trainers.ppo.reward_signals.gail.signal import GAILSignal +from mlagents.trainers.ppo.reward_signals.curiosity.signal import CuriositySignal +from mlagents.trainers.ppo.reward_signals.reward_manager import RewardManager logger = logging.getLogger("mlagents.trainers") @@ -24,6 +25,7 @@ def __init__(self, seed, brain, trainer_params, is_training, load): self.has_updated = False self.use_curiosity = bool(trainer_params['use_curiosity']) self.use_gail = bool(trainer_params['use_gail']) + self.reward_managers = {} with self.graph.as_default(): self.model = PPOModel(brain, @@ -38,16 +40,20 @@ def __init__(self, seed, brain, trainer_params, is_training, load): m_size=self.m_size, use_curiosity=bool(trainer_params['use_curiosity']), seed=seed) + self.model.create_ppo_optimizer() + if self.use_curiosity: - self.curiosity = Curiosity(self, - strength=float(trainer_params['curiosity_strength']), - encoding_size=float( - trainer_params['curiosity_enc_size'])) + strength = float(trainer_params['curiosity_strength']) + encoding_size = float(trainer_params['curiosity_enc_size']) + curiosity_generator = CuriositySignal(policy=self, strength=strength, + encoding_size=encoding_size) + self.reward_managers['curiosity'] = RewardManager(curiosity_generator, + 'Policy/Curiosity Reward') if self.use_gail: - self.gail = GAIL(self, int(trainer_params['hidden_units']), - float(trainer_params['learning_rate']), - trainer_params['demo_path']) - self.model.create_ppo_optimizer() + gail_generator = GAILSignal(self, int(trainer_params['hidden_units']), + float(trainer_params['learning_rate']), + trainer_params['demo_path']) + self.reward_managers['gail'] = RewardManager(gail_generator, 'Policy/GAIL Reward') if load: self._load_graph() @@ -69,14 +75,9 @@ def __init__(self, seed, brain, trainer_params, is_training, load): self.inference_dict["update_mean"] = self.model.update_mean self.inference_dict["update_variance"] = self.model.update_variance - self.update_dict = { - "value_loss": self.model.value_loss, - "policy_loss": self.model.policy_loss, - "update_batch": self.model.update_batch, - } - if self.use_curiosity: - self.update_dict['forward_loss'] = self.curiosity.icm.forward_loss - self.update_dict['inverse_loss'] = self.curiosity.icm.inverse_loss + self.update_dict = {'value_loss': self.model.value_loss, + 'policy_loss': self.model.policy_loss, + 'update_batch': self.model.update_batch} def evaluate(self, brain_info): """ @@ -147,13 +148,8 @@ def update(self, mini_batch, num_sequences): [-1, sum(self.brain.vector_action_space_size)] ) if self.use_vec_obs: - feed_dict[self.model.vector_in] = mini_batch["vector_obs"].reshape( - [-1, self.vec_obs_size] - ) - if self.use_curiosity: - feed_dict[self.model.next_vector_in] = mini_batch[ - "next_vector_in" - ].reshape([-1, self.vec_obs_size]) + feed_dict[self.model.vector_in] = mini_batch['vector_obs'].reshape( + [-1, self.vec_obs_size]) if self.model.vis_obs_size > 0: for i, _ in enumerate(self.model.visual_in): _obs = mini_batch["visual_obs%d" % i] @@ -162,15 +158,6 @@ def update(self, mini_batch, num_sequences): feed_dict[self.model.visual_in[i]] = _obs.reshape([-1, _w, _h, _c]) else: feed_dict[self.model.visual_in[i]] = _obs - if self.use_curiosity: - for i, _ in enumerate(self.model.visual_in): - _obs = mini_batch["next_visual_obs%d" % i] - if self.sequence_length > 1 and self.use_recurrent: - (_batch, _seq, _w, _h, _c) = _obs.shape - feed_dict[self.curiosity.icm.next_visual_in[i]] = _obs.reshape( - [-1, _w, _h, _c]) - else: - feed_dict[self.curiosity.icm.next_visual_in[i]] = _obs if self.use_recurrent: mem_in = mini_batch["memory"][:, 0, :] feed_dict[self.model.memory_in] = mem_in diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/__init__.py b/ml-agents/mlagents/trainers/ppo/reward_signals/__init__.py similarity index 100% rename from ml-agents/mlagents/trainers/ppo/intrinsic_rewards/__init__.py rename to ml-agents/mlagents/trainers/ppo/reward_signals/__init__.py diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/__init__.py b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/__init__.py similarity index 100% rename from ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/__init__.py rename to ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/__init__.py diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/model.py b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/model.py similarity index 95% rename from ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/model.py rename to ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/model.py index 01d0ccaf4c..e33421d6a9 100644 --- a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/curiosity/model.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/model.py @@ -2,15 +2,16 @@ from mlagents.trainers.models import LearningModel -class ICM(object): - def __init__(self, policy_model, strength=0.01, encoding_size=128): +class CuriosityModel(object): + def __init__(self, policy_model, strength=0.01, encoding_size=128, + learning_rate=1e-4): self.encoding_size = encoding_size self.strength = strength self.policy_model = policy_model encoded_state, encoded_next_state = self.create_curiosity_encoders() self.create_inverse_model(encoded_state, encoded_next_state) self.create_forward_model(encoded_state, encoded_next_state) - self.create_loss() + self.create_loss(learning_rate) def create_curiosity_encoders(self): """ @@ -126,6 +127,7 @@ def create_forward_model(self, encoded_state, encoded_next_state): self.forward_loss = tf.reduce_mean( tf.dynamic_partition(squared_difference, self.policy_model.mask, 2)[1]) - def create_loss(self): + def create_loss(self, learning_rate): self.loss = 10 * (0.2 * self.forward_loss + 0.8 * self.inverse_loss) - self.policy_model.loss += self.loss + optimizer = tf.train.AdamOptimizer(learning_rate=learning_rate) + self.update_batch = optimizer.minimize(self.loss) diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py new file mode 100644 index 0000000000..5c74951b00 --- /dev/null +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py @@ -0,0 +1,100 @@ +from mlagents.trainers.ppo.reward_signals.reward_signal import RewardGenerator +from .model import CuriosityModel + + +class CuriositySignal(RewardGenerator): + def __init__(self, policy, encoding_size, strength): + super().__init__() + self.name = "Curiosity" + self.policy = policy + with policy.graph.as_default(): + self.icm = CuriosityModel(policy.model, encoding_size=encoding_size, strength=strength) + self.update_dict = {'forward_loss': self.icm.forward_loss, + 'inverse_loss': self.icm.inverse_loss, + 'update': self.icm.update_batch} + + def evaluate(self, current_info, next_info): + """ + Generates intrinsic reward used for Curiosity-based training. + :BrainInfo current_info: Current BrainInfo. + :BrainInfo next_info: Next BrainInfo. + :return: Intrinsic rewards for all agents. + """ + if len(current_info.agents) == 0: + return [] + + feed_dict = {self.policy.model.batch_size: len(next_info.vector_observations), + self.policy.model.sequence_length: 1} + if self.policy.use_continuous_act: + feed_dict[self.policy.model.selected_actions] = next_info.previous_vector_actions + else: + feed_dict[self.policy.model.action_holder] = next_info.previous_vector_actions + for i in range(self.policy.model.vis_obs_size): + feed_dict[self.policy.model.visual_in[i]] = current_info.visual_observations[i] + feed_dict[self.icm.next_visual_in[i]] = next_info.visual_observations[i] + if self.policy.use_vec_obs: + feed_dict[self.policy.model.vector_in] = current_info.vector_observations + feed_dict[self.icm.next_vector_in] = next_info.vector_observations + if self.policy.use_recurrent: + if current_info.memories.shape[1] == 0: + current_info.memories = self.policy.make_empty_memory(len(current_info.agents)) + feed_dict[self.policy.model.memory_in] = current_info.memories + raw_intrinsic_rewards = self.policy.sess.run(self.icm.intrinsic_reward, feed_dict=feed_dict) + intrinsic_rewards = raw_intrinsic_rewards * float(self.policy.has_updated) + return intrinsic_rewards + + def update(self, mini_batch, num_sequences): + """ + Updates model using buffer. + :param num_sequences: Number of trajectories in batch. + :param mini_batch: Experience batch. + :return: Output from update process. + """ + feed_dict = {self.policy.model.batch_size: num_sequences, + self.policy.model.sequence_length: self.policy.sequence_length, + self.policy.model.mask_input: mini_batch['masks'].flatten(), + self.policy.model.returns_holder: mini_batch['discounted_returns'].flatten(), + self.policy.model.old_value: mini_batch['value_estimates'].flatten(), + self.policy.model.advantage: mini_batch['advantages'].reshape([-1, 1]), + self.policy.model.all_old_log_probs: mini_batch['action_probs'].reshape( + [-1, sum(self.policy.model.act_size)])} + if self.policy.use_continuous_act: + feed_dict[self.policy.model.output_pre] = mini_batch['actions_pre'].reshape( + [-1, self.policy.model.act_size[0]]) + feed_dict[self.policy.model.epsilon] = mini_batch['random_normal_epsilon'].reshape( + [-1, self.policy.model.act_size[0]]) + else: + feed_dict[self.policy.model.action_holder] = mini_batch['actions'].reshape( + [-1, len(self.policy.model.act_size)]) + if self.policy.use_recurrent: + feed_dict[self.policy.model.prev_action] = mini_batch['prev_action'].reshape( + [-1, len(self.policy.model.act_size)]) + feed_dict[self.policy.model.action_masks] = mini_batch['action_mask'].reshape( + [-1, sum(self.policy.brain.vector_action_space_size)]) + if self.policy.use_vec_obs: + feed_dict[self.policy.model.vector_in] = mini_batch['vector_obs'].reshape( + [-1, self.policy.vec_obs_size]) + feed_dict[self.icm.next_vector_in] = mini_batch['next_vector_in'].reshape( + [-1, self.policy.vec_obs_size]) + if self.policy.model.vis_obs_size > 0: + for i, _ in enumerate(self.policy.model.visual_in): + _obs = mini_batch['visual_obs%d' % i] + if self.policy.sequence_length > 1 and self.policy.use_recurrent: + (_batch, _seq, _w, _h, _c) = _obs.shape + feed_dict[self.policy.model.visual_in[i]] = _obs.reshape([-1, _w, _h, _c]) + else: + feed_dict[self.policy.model.visual_in[i]] = _obs + for i, _ in enumerate(self.policy.model.visual_in): + _obs = mini_batch['next_visual_obs%d' % i] + if self.policy.sequence_length > 1 and self.policy.use_recurrent: + (_batch, _seq, _w, _h, _c) = _obs.shape + feed_dict[self.icm.next_visual_in[i]] = _obs.reshape( + [-1, _w, _h, _c]) + else: + feed_dict[self.icm.next_visual_in[i]] = _obs + if self.policy.use_recurrent: + mem_in = mini_batch['memory'][:, 0, :] + feed_dict[self.policy.model.memory_in] = mem_in + self.has_updated = True + run_out = self.policy._execute_model(feed_dict, self.update_dict) + return run_out diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/__init__.py b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/__init__.py similarity index 100% rename from ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/__init__.py rename to ml-agents/mlagents/trainers/ppo/reward_signals/gail/__init__.py diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/model.py b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py similarity index 98% rename from ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/model.py rename to ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py index 7152392ef7..2249e89f00 100644 --- a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/model.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py @@ -2,7 +2,7 @@ import numpy as np -class Discriminator(object): +class GAILModel(object): def __init__(self, policy_model, h_size, lr): self.h_size = h_size self.policy_model = policy_model diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/generator.py b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py similarity index 94% rename from ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/generator.py rename to ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py index 700ddc983b..c5e446a362 100644 --- a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/gail/generator.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py @@ -1,16 +1,17 @@ import numpy as np -from mlagents.trainers.ppo.intrinsic_rewards.intrinsic_reward import IntrinsicReward -from .model import Discriminator +from mlagents.trainers.ppo.reward_signals.reward_signal import RewardGenerator +from .model import GAILModel from mlagents.trainers.demo_loader import demo_to_buffer -class GAIL(IntrinsicReward): +class GAILSignal(RewardGenerator): def __init__(self, policy, h_size, lr, demo_path): super().__init__() self.name = "GAIL" self.policy = policy - self.discriminator = Discriminator(policy.model, h_size, lr) + with policy.graph.as_default(): + self.discriminator = GAILModel(policy.model, h_size, lr) _, self.demonstration_buffer = demo_to_buffer(demo_path, 1) def evaluate(self, current_info, next_info): diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/reward_manager.py b/ml-agents/mlagents/trainers/ppo/reward_signals/reward_manager.py new file mode 100644 index 0000000000..720ddc503d --- /dev/null +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/reward_manager.py @@ -0,0 +1,5 @@ +class RewardManager(object): + def __init__(self, generator, stat_name): + self.generator = generator + self.agents_rewards = {} + self.stat_name = stat_name diff --git a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/intrinsic_reward.py b/ml-agents/mlagents/trainers/ppo/reward_signals/reward_signal.py similarity index 93% rename from ml-agents/mlagents/trainers/ppo/intrinsic_rewards/intrinsic_reward.py rename to ml-agents/mlagents/trainers/ppo/reward_signals/reward_signal.py index adbdbd8225..5993d8b269 100644 --- a/ml-agents/mlagents/trainers/ppo/intrinsic_rewards/intrinsic_reward.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/reward_signal.py @@ -4,7 +4,7 @@ logger = logging.getLogger("mlagents.trainers") -class IntrinsicReward(object): +class RewardGenerator(object): def __init__(self): self.name = "Base" diff --git a/ml-agents/mlagents/trainers/ppo/trainer.py b/ml-agents/mlagents/trainers/ppo/trainer.py index 463b8e22f2..fee61b26ad 100644 --- a/ml-agents/mlagents/trainers/ppo/trainer.py +++ b/ml-agents/mlagents/trainers/ppo/trainer.py @@ -74,19 +74,21 @@ def __init__( "Losses/Policy Loss": [], "Policy/Learning Rate": [], } + + self.intrinsic_rewards = {} if self.use_curiosity: stats['Losses/Forward Loss'] = [] stats['Losses/Inverse Loss'] = [] stats['Policy/Curiosity Reward'] = [] - self.curiosity_rewards = {} if self.use_gail: stats['Losses/GAIL Loss'] = [] stats['Policy/GAIL Reward'] = [] - self.gail_rewards = {} + self.intrinsic_rewards['gail'] = {} self.stats = stats self.training_buffer = Buffer() self.cumulative_rewards = {} + self._reward_buffer = deque(maxlen=reward_buff_cap) self.episode_steps = {} @@ -244,10 +246,9 @@ def add_experiences( else: curr_to_use = curr_info - if self.use_curiosity: - curiosity_rewards = self.policy.curiosity.evaluate(curr_to_use, next_info) - if self.use_gail: - gail_rewards = self.policy.gail.evaluate(curr_to_use, next_info) + intrinsic_rewards_list = [] + for manager in self.policy.reward_managers.values(): + intrinsic_rewards_list.append(manager.generator.evaluate(curr_to_use, next_info)) for agent_id in next_info.agents: stored_info = self.training_buffer[agent_id].last_brain_info @@ -302,10 +303,10 @@ def add_experiences( extrinsic_rewards = next_info.rewards[next_idx] * self.reward_strength intrinsic_rewards = extrinsic_rewards * 0.0 - if self.use_curiosity: - intrinsic_rewards += curiosity_rewards[next_idx] - if self.use_gail: - intrinsic_rewards += gail_rewards[next_idx] + + for reward in intrinsic_rewards_list: + intrinsic_rewards += reward[next_idx] + self.training_buffer[agent_id]['rewards'].append( extrinsic_rewards + intrinsic_rewards) @@ -314,14 +315,12 @@ def add_experiences( if agent_id not in self.cumulative_rewards: self.cumulative_rewards[agent_id] = 0 self.cumulative_rewards[agent_id] += next_info.rewards[next_idx] - if self.use_curiosity: - if agent_id not in self.curiosity_rewards: - self.curiosity_rewards[agent_id] = 0 - self.curiosity_rewards[agent_id] += curiosity_rewards[next_idx] - if self.use_gail: - if agent_id not in self.gail_rewards: - self.gail_rewards[agent_id] = 0 - self.gail_rewards[agent_id] += gail_rewards[next_idx] + + for idx, manager in enumerate(self.policy.reward_managers.values()): + if agent_id not in manager.agents_rewards: + manager.agents_rewards[agent_id] = 0 + manager.agents_rewards[agent_id] += intrinsic_rewards_list[idx][next_idx] + if not next_info.local_done[next_idx]: if agent_id not in self.episode_steps: self.episode_steps[agent_id] = 0 @@ -395,14 +394,10 @@ def process_experiences(self, current_info: AllBrainInfo, new_info: AllBrainInfo ) self.cumulative_rewards[agent_id] = 0 self.episode_steps[agent_id] = 0 - if self.use_curiosity: - self.stats['Policy/Curiosity Reward'].append( - self.curiosity_rewards.get(agent_id, 0)) - self.curiosity_rewards[agent_id] = 0 - if self.use_gail: - self.stats['Policy/GAIL Reward'].append( - self.gail_rewards.get(agent_id, 0)) - self.gail_rewards[agent_id] = 0 + for manager in self.policy.reward_managers.values(): + self.stats[manager.stat_name].append( + manager.agents_rewards.get(agent_id, 0)) + manager.agents_rewards[agent_id] = 0 def end_episode(self): """ @@ -414,12 +409,9 @@ def end_episode(self): self.cumulative_rewards[agent_id] = 0 for agent_id in self.episode_steps: self.episode_steps[agent_id] = 0 - if self.use_curiosity: - for agent_id in self.curiosity_rewards: - self.curiosity_rewards[agent_id] = 0 - if self.use_gail: - for agent_id in self.gail_rewards: - self.gail_rewards[agent_id] = 0 + for manager in self.policy.reward_managers.values(): + for agent_id in manager.agents_rewards: + manager.agents_rewards[agent_id] = 0 def is_ready_update(self): """ @@ -462,15 +454,18 @@ def update_policy(self): value_total.append(run_out["value_loss"]) policy_total.append(np.abs(run_out["policy_loss"])) if self.use_curiosity: - inverse_total.append(run_out["inverse_loss"]) - forward_total.append(run_out["forward_loss"]) - self.stats["Losses/Value Loss"].append(np.mean(value_total)) - self.stats["Losses/Policy Loss"].append(np.mean(policy_total)) + run_out_curio = self.policy.reward_managers['curiosity'].generator.update( + buffer.make_mini_batch(start, end), n_sequences) + inverse_total.append(run_out_curio['inverse_loss']) + forward_total.append(run_out_curio['forward_loss']) + self.stats['Losses/Value Loss'].append(np.mean(value_total)) + self.stats['Losses/Policy Loss'].append(np.mean(policy_total)) if self.use_curiosity: self.stats['Losses/Forward Loss'].append(np.mean(forward_total)) self.stats['Losses/Inverse Loss'].append(np.mean(inverse_total)) if self.use_gail: - gail_loss = self.policy.gail.update(self.training_buffer, n_sequences, 0) + gail_loss = self.policy.reward_managers['gail'].generator.update(self.training_buffer, + n_sequences, 0) self.stats['Losses/GAIL Loss'].append(gail_loss) self.training_buffer.reset_update_buffer() self.trainer_metrics.end_policy_update() From 519e2d3d42ade1b13c6714b3cebad6e231152771 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Wed, 17 Oct 2018 15:52:00 -0700 Subject: [PATCH 017/251] Remove reward manager --- ml-agents/mlagents/trainers/ppo/policy.py | 21 ++++++------ .../ppo/reward_signals/curiosity/signal.py | 29 ++++++++-------- .../trainers/ppo/reward_signals/gail/model.py | 2 +- .../ppo/reward_signals/gail/signal.py | 21 ++++++------ .../ppo/reward_signals/reward_manager.py | 5 --- .../ppo/reward_signals/reward_signal.py | 5 +-- ml-agents/mlagents/trainers/ppo/trainer.py | 33 ++++++++++--------- 7 files changed, 53 insertions(+), 63 deletions(-) delete mode 100644 ml-agents/mlagents/trainers/ppo/reward_signals/reward_manager.py diff --git a/ml-agents/mlagents/trainers/ppo/policy.py b/ml-agents/mlagents/trainers/ppo/policy.py index b2e3964e00..6bb1b9fd26 100644 --- a/ml-agents/mlagents/trainers/ppo/policy.py +++ b/ml-agents/mlagents/trainers/ppo/policy.py @@ -5,8 +5,6 @@ from mlagents.trainers.policy import Policy from mlagents.trainers.ppo.reward_signals.gail.signal import GAILSignal from mlagents.trainers.ppo.reward_signals.curiosity.signal import CuriositySignal -from mlagents.trainers.ppo.reward_signals.reward_manager import RewardManager - logger = logging.getLogger("mlagents.trainers") @@ -25,7 +23,7 @@ def __init__(self, seed, brain, trainer_params, is_training, load): self.has_updated = False self.use_curiosity = bool(trainer_params['use_curiosity']) self.use_gail = bool(trainer_params['use_gail']) - self.reward_managers = {} + self.reward_signals = {} with self.graph.as_default(): self.model = PPOModel(brain, @@ -45,15 +43,16 @@ def __init__(self, seed, brain, trainer_params, is_training, load): if self.use_curiosity: strength = float(trainer_params['curiosity_strength']) encoding_size = float(trainer_params['curiosity_enc_size']) - curiosity_generator = CuriositySignal(policy=self, strength=strength, - encoding_size=encoding_size) - self.reward_managers['curiosity'] = RewardManager(curiosity_generator, - 'Policy/Curiosity Reward') + curiosity_signal = CuriositySignal(policy=self, strength=strength, + encoding_size=encoding_size, + stat_name='Policy/Curiosity Reward') + self.reward_signals['curiosity'] = curiosity_signal if self.use_gail: - gail_generator = GAILSignal(self, int(trainer_params['hidden_units']), - float(trainer_params['learning_rate']), - trainer_params['demo_path']) - self.reward_managers['gail'] = RewardManager(gail_generator, 'Policy/GAIL Reward') + gail_signal = GAILSignal(self, int(trainer_params['hidden_units']), + float(trainer_params['learning_rate']), + trainer_params['demo_path'], + 'Policy/GAIL Reward') + self.reward_signals['gail'] = gail_signal if load: self._load_graph() diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py index 5c74951b00..e39d52a11d 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py @@ -1,17 +1,16 @@ -from mlagents.trainers.ppo.reward_signals.reward_signal import RewardGenerator +from mlagents.trainers.ppo.reward_signals.reward_signal import RewardSignal from .model import CuriosityModel -class CuriositySignal(RewardGenerator): - def __init__(self, policy, encoding_size, strength): +class CuriositySignal(RewardSignal): + def __init__(self, policy, encoding_size, strength, stat_name): super().__init__() - self.name = "Curiosity" self.policy = policy - with policy.graph.as_default(): - self.icm = CuriosityModel(policy.model, encoding_size=encoding_size, strength=strength) - self.update_dict = {'forward_loss': self.icm.forward_loss, - 'inverse_loss': self.icm.inverse_loss, - 'update': self.icm.update_batch} + self.stat_name = stat_name + self.model = CuriosityModel(policy.model, encoding_size=encoding_size, strength=strength) + self.update_dict = {'forward_loss': self.model.forward_loss, + 'inverse_loss': self.model.inverse_loss, + 'update': self.model.update_batch} def evaluate(self, current_info, next_info): """ @@ -31,15 +30,15 @@ def evaluate(self, current_info, next_info): feed_dict[self.policy.model.action_holder] = next_info.previous_vector_actions for i in range(self.policy.model.vis_obs_size): feed_dict[self.policy.model.visual_in[i]] = current_info.visual_observations[i] - feed_dict[self.icm.next_visual_in[i]] = next_info.visual_observations[i] + feed_dict[self.model.next_visual_in[i]] = next_info.visual_observations[i] if self.policy.use_vec_obs: feed_dict[self.policy.model.vector_in] = current_info.vector_observations - feed_dict[self.icm.next_vector_in] = next_info.vector_observations + feed_dict[self.model.next_vector_in] = next_info.vector_observations if self.policy.use_recurrent: if current_info.memories.shape[1] == 0: current_info.memories = self.policy.make_empty_memory(len(current_info.agents)) feed_dict[self.policy.model.memory_in] = current_info.memories - raw_intrinsic_rewards = self.policy.sess.run(self.icm.intrinsic_reward, feed_dict=feed_dict) + raw_intrinsic_rewards = self.policy.sess.run(self.model.intrinsic_reward, feed_dict=feed_dict) intrinsic_rewards = raw_intrinsic_rewards * float(self.policy.has_updated) return intrinsic_rewards @@ -74,7 +73,7 @@ def update(self, mini_batch, num_sequences): if self.policy.use_vec_obs: feed_dict[self.policy.model.vector_in] = mini_batch['vector_obs'].reshape( [-1, self.policy.vec_obs_size]) - feed_dict[self.icm.next_vector_in] = mini_batch['next_vector_in'].reshape( + feed_dict[self.model.next_vector_in] = mini_batch['next_vector_in'].reshape( [-1, self.policy.vec_obs_size]) if self.policy.model.vis_obs_size > 0: for i, _ in enumerate(self.policy.model.visual_in): @@ -88,10 +87,10 @@ def update(self, mini_batch, num_sequences): _obs = mini_batch['next_visual_obs%d' % i] if self.policy.sequence_length > 1 and self.policy.use_recurrent: (_batch, _seq, _w, _h, _c) = _obs.shape - feed_dict[self.icm.next_visual_in[i]] = _obs.reshape( + feed_dict[self.model.next_visual_in[i]] = _obs.reshape( [-1, _w, _h, _c]) else: - feed_dict[self.icm.next_visual_in[i]] = _obs + feed_dict[self.model.next_visual_in[i]] = _obs if self.policy.use_recurrent: mem_in = mini_batch['memory'][:, 0, :] feed_dict[self.policy.model.memory_in] = mem_in diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py index 2249e89f00..930fd90ea9 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py @@ -18,7 +18,7 @@ def make_inputs(self): shape=[None, np.cumsum(self.policy_model.act_size)], dtype=tf.float32) def create_encoder(self, state_in, action_in, reuse): - with tf.variable_scope("discriminator"): + with tf.variable_scope("model"): concat_input = tf.concat([state_in, action_in], axis=1) hidden_1 = tf.layers.dense( diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py index c5e446a362..0ad6d85fcf 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py @@ -1,17 +1,16 @@ import numpy as np -from mlagents.trainers.ppo.reward_signals.reward_signal import RewardGenerator +from mlagents.trainers.ppo.reward_signals.reward_signal import RewardSignal from .model import GAILModel from mlagents.trainers.demo_loader import demo_to_buffer -class GAILSignal(RewardGenerator): - def __init__(self, policy, h_size, lr, demo_path): +class GAILSignal(RewardSignal): + def __init__(self, policy, h_size, lr, demo_path, stat_name): super().__init__() - self.name = "GAIL" self.policy = policy - with policy.graph.as_default(): - self.discriminator = GAILModel(policy.model, h_size, lr) + self.stat_name = stat_name + self.model = GAILModel(policy.model, h_size, lr) _, self.demonstration_buffer = demo_to_buffer(demo_path, 1) def evaluate(self, current_info, next_info): @@ -32,7 +31,7 @@ def evaluate(self, current_info, next_info): if current_info.memories.shape[1] == 0: current_info.memories = self.policy.make_empty_memory(len(current_info.agents)) feed_dict[self.policy.model.memory_in] = current_info.memories - raw_intrinsic_rewards = self.policy.sess.run(self.discriminator.intrinsic_reward, + raw_intrinsic_rewards = self.policy.sess.run(self.model.intrinsic_reward, feed_dict=feed_dict) intrinsic_rewards = raw_intrinsic_rewards * float(self.policy.has_updated) return intrinsic_rewards @@ -63,20 +62,20 @@ def _update_batch(self, mini_batch_demo, mini_batch_policy): if self.policy.use_continuous_act: feed_dict[self.policy.model.selected_actions] = mini_batch_policy['actions'].reshape( [-1, self.policy.model.act_size[0]]) - feed_dict[self.discriminator.action_in_expert] = mini_batch_demo['actions'].reshape( + feed_dict[self.model.action_in_expert] = mini_batch_demo['actions'].reshape( [-1, self.policy.model.act_size[0]]) else: feed_dict[self.policy.model.action_holder] = mini_batch_policy['actions'].reshape( [-1, len(self.policy.model.act_size)]) - feed_dict[self.discriminator.action_in_expert] = mini_batch_demo['actions'].reshape( + feed_dict[self.model.action_in_expert] = mini_batch_demo['actions'].reshape( [-1, len(self.policy.model.act_size)]) if self.policy.use_vec_obs: feed_dict[self.policy.model.vector_in] = mini_batch_policy['vector_obs'].reshape( [-1, self.policy.vec_obs_size]) - feed_dict[self.discriminator.obs_in_expert] = mini_batch_demo['vector_obs'].reshape( + feed_dict[self.model.obs_in_expert] = mini_batch_demo['vector_obs'].reshape( [-1, self.policy.vec_obs_size]) - loss, _ = self.policy.sess.run([self.discriminator.loss, self.discriminator.update_batch], + loss, _ = self.policy.sess.run([self.model.loss, self.model.update_batch], feed_dict=feed_dict) run_out = {'gail_loss': loss} return run_out diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/reward_manager.py b/ml-agents/mlagents/trainers/ppo/reward_signals/reward_manager.py deleted file mode 100644 index 720ddc503d..0000000000 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/reward_manager.py +++ /dev/null @@ -1,5 +0,0 @@ -class RewardManager(object): - def __init__(self, generator, stat_name): - self.generator = generator - self.agents_rewards = {} - self.stat_name = stat_name diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/reward_signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/reward_signal.py index 5993d8b269..e5307d0044 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/reward_signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/reward_signal.py @@ -4,10 +4,7 @@ logger = logging.getLogger("mlagents.trainers") -class RewardGenerator(object): - def __init__(self): - self.name = "Base" - +class RewardSignal(object): def evaluate(self, current_info, next_info): """ Returns the number of training steps the trainer has performed diff --git a/ml-agents/mlagents/trainers/ppo/trainer.py b/ml-agents/mlagents/trainers/ppo/trainer.py index fee61b26ad..688cbe6cbc 100644 --- a/ml-agents/mlagents/trainers/ppo/trainer.py +++ b/ml-agents/mlagents/trainers/ppo/trainer.py @@ -80,6 +80,7 @@ def __init__( stats['Losses/Forward Loss'] = [] stats['Losses/Inverse Loss'] = [] stats['Policy/Curiosity Reward'] = [] + self.intrinsic_rewards['curiosity'] = {} if self.use_gail: stats['Losses/GAIL Loss'] = [] stats['Policy/GAIL Reward'] = [] @@ -247,8 +248,8 @@ def add_experiences( curr_to_use = curr_info intrinsic_rewards_list = [] - for manager in self.policy.reward_managers.values(): - intrinsic_rewards_list.append(manager.generator.evaluate(curr_to_use, next_info)) + for signal in self.policy.reward_signals.values(): + intrinsic_rewards_list.append(signal.evaluate(curr_to_use, next_info)) for agent_id in next_info.agents: stored_info = self.training_buffer[agent_id].last_brain_info @@ -316,10 +317,10 @@ def add_experiences( self.cumulative_rewards[agent_id] = 0 self.cumulative_rewards[agent_id] += next_info.rewards[next_idx] - for idx, manager in enumerate(self.policy.reward_managers.values()): - if agent_id not in manager.agents_rewards: - manager.agents_rewards[agent_id] = 0 - manager.agents_rewards[agent_id] += intrinsic_rewards_list[idx][next_idx] + for idx, rewards in enumerate(self.intrinsic_rewards.values()): + if agent_id not in rewards: + rewards[agent_id] = 0 + rewards[agent_id] += intrinsic_rewards_list[idx][next_idx] if not next_info.local_done[next_idx]: if agent_id not in self.episode_steps: @@ -394,10 +395,10 @@ def process_experiences(self, current_info: AllBrainInfo, new_info: AllBrainInfo ) self.cumulative_rewards[agent_id] = 0 self.episode_steps[agent_id] = 0 - for manager in self.policy.reward_managers.values(): - self.stats[manager.stat_name].append( - manager.agents_rewards.get(agent_id, 0)) - manager.agents_rewards[agent_id] = 0 + for name, rewards in self.intrinsic_rewards.items(): + self.stats[self.policy.reward_signals[name].stat_name].append( + rewards.get(agent_id, 0)) + rewards[agent_id] = 0 def end_episode(self): """ @@ -409,9 +410,9 @@ def end_episode(self): self.cumulative_rewards[agent_id] = 0 for agent_id in self.episode_steps: self.episode_steps[agent_id] = 0 - for manager in self.policy.reward_managers.values(): - for agent_id in manager.agents_rewards: - manager.agents_rewards[agent_id] = 0 + for rewards in self.intrinsic_rewards.values(): + for agent_id in rewards: + rewards[agent_id] = 0 def is_ready_update(self): """ @@ -454,7 +455,7 @@ def update_policy(self): value_total.append(run_out["value_loss"]) policy_total.append(np.abs(run_out["policy_loss"])) if self.use_curiosity: - run_out_curio = self.policy.reward_managers['curiosity'].generator.update( + run_out_curio = self.policy.reward_signals['curiosity'].update( buffer.make_mini_batch(start, end), n_sequences) inverse_total.append(run_out_curio['inverse_loss']) forward_total.append(run_out_curio['forward_loss']) @@ -464,8 +465,8 @@ def update_policy(self): self.stats['Losses/Forward Loss'].append(np.mean(forward_total)) self.stats['Losses/Inverse Loss'].append(np.mean(inverse_total)) if self.use_gail: - gail_loss = self.policy.reward_managers['gail'].generator.update(self.training_buffer, - n_sequences, 0) + gail_loss = self.policy.reward_signals['gail'].update(self.training_buffer, + n_sequences, 0) self.stats['Losses/GAIL Loss'].append(gail_loss) self.training_buffer.reset_update_buffer() self.trainer_metrics.end_policy_update() From 7df1a69b7d2efc3285d8c2688b51bb5983e6da94 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Wed, 17 Oct 2018 16:17:43 -0700 Subject: [PATCH 018/251] Extrinsic reward just another type --- demos/BananaLearningDemo.demo | Bin 0 -> 1998952 bytes ml-agents/mlagents/trainers/ppo/bc_loss.py | 161 ++++++++++++++++++ .../mlagents/trainers/ppo/demo_helper.py | 77 +++++++++ ml-agents/mlagents/trainers/ppo/policy.py | 5 + .../ppo/reward_signals/bc/__init__.py | 1 + .../ppo/reward_signals/curiosity/signal.py | 4 +- .../ppo/reward_signals/extrinsic/signal.py | 9 + ml-agents/mlagents/trainers/ppo/trainer.py | 55 +++--- 8 files changed, 274 insertions(+), 38 deletions(-) create mode 100644 demos/BananaLearningDemo.demo create mode 100644 ml-agents/mlagents/trainers/ppo/bc_loss.py create mode 100644 ml-agents/mlagents/trainers/ppo/demo_helper.py create mode 100644 ml-agents/mlagents/trainers/ppo/reward_signals/bc/__init__.py create mode 100644 ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/signal.py diff --git a/demos/BananaLearningDemo.demo b/demos/BananaLearningDemo.demo new file mode 100644 index 0000000000000000000000000000000000000000..33c86abd14ac7f7bcdc160249b9b86d8e7b352ac GIT binary patch literal 1998952 zcmeEv1$Y%l)b61=z-Elvqq 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All of the critics ? Use a gradient gate ? + # TODO : tune lambdas during the training process (start at 1 and slowly go to right value) + # TODO : check the equality between brain and brain_params + + def __init__(self, policy_model: LearningModel, brain, parameters): + self.n_sequences = 128 + self.n_epoch = 500 + self.batches_per_epoch = 10 + + self.use_recurrent = parameters[self.use_recurrent_name] + self.sequence_length = 1 + self.m_size = 0 + if self.use_recurrent: + self.sequence_length = parameters[self.sequence_length_name] + self.m_size = parameters[self.memory_size] + + self.policy_model = policy_model + self.brain = brain + + buffer_name = parameters["demo_path"] + brain_params, self.demonstration_buffer = demo_to_buffer( + buffer_name, + self.sequence_length) + + self.n_sequences = min(self.n_sequences, len(self.demonstration_buffer.update_buffer['actions'])) + if self.use_recurrent and not self.brain.vector_action_space_type == "continuous": + # self.demonstration_buffer.update_buffer['prev_action'].set( + # []+self.demonstration_buffer.update_buffer['actions'][:-1]) + print(self.demonstration_buffer.update_buffer['actions']) + print(np.shape(self.demonstration_buffer.update_buffer['actions'])) + + self._add_loss() + + if parameters["normalize"]: + self.out_dict['update_normalization'] = self.policy_model.update_normalization + self.out_dict['increment_step'] = self.policy_model.increment_step + + def _add_loss(self, learning_rate): + selected_action = self.policy_model.output + action_size = self.policy_model.act_size + if self.brain.vector_action_space_type == "continuous": + self.expert_action = tf.placeholder(shape=[None, action_size[0]], + dtype=tf.float32, + name="teacher_action") + entropy = 0.5 * tf.reduce_mean(tf.log(2 * np.pi * np.e) + self.policy_model.log_sigma_sq) + self.loss = tf.reduce_sum(tf.squared_difference(selected_action, self.expert_action)) / self.n_sequences \ + - tf.reduce_sum(entropy) + else: + log_probs = self.policy_model.all_log_probs + self.expert_action = tf.placeholder(shape=[None, len(action_size)], dtype=tf.int32) + expert_action_oh = tf.concat([ + tf.one_hot(self.expert_action[:, i], action_size[i]) for i in range(len(action_size))], axis=1) + action_idx = [0] + list(np.cumsum(action_size)) + entropy = tf.reduce_sum((tf.stack([ + tf.nn.softmax_cross_entropy_with_logits_v2( + labels=tf.nn.softmax(log_probs[:, action_idx[i]:action_idx[i + 1]]), + logits=log_probs[:, action_idx[i]:action_idx[i + 1]]) + for i in range(len(action_size))], axis=1)), axis=1) + self.loss = -tf.reduce_sum(tf.log(tf.nn.softmax(log_probs)+ 0*1e-10) * expert_action_oh) - 1 * tf.reduce_sum(entropy) + + # optimizer = tf.train.AdamOptimizer(learning_rate=learning_rate) + # self.update_batch = optimizer.minimize(self.loss) + + def update_policy(self): + """ + Updates the policy. + """ + for iteration in range(self.n_epoch): + self.demonstration_buffer.update_buffer.shuffle() + batch_losses = [] + num_batches = min(len(self.demonstration_buffer.update_buffer['actions']) // + self.n_sequences, self.batches_per_epoch) + for i in range(num_batches): + update_buffer = self.demonstration_buffer.update_buffer + start = i * self.n_sequences + end = (i + 1) * self.n_sequences + mini_batch = update_buffer.make_mini_batch(start, end) + loss = self._update(mini_batch, self.n_sequences) + batch_losses.append(loss) + logger.info("Pre-Training loss at iteration "+str(iteration)+" : "+str(np.mean(batch_losses))) + + def concat_demos(self, mini_batch, num_sequences): + """ + Takes in a mini batch, loads some demonstrations from a demo file, and concatenates them together. + Sets the Advantages for the demos appropriately so that it is weighed less over time. + """ + update_buffer = self.demonstration_buffer.update_buffer + start = 0 + end = num_sequences + demo_batch = update_buffer.make_mini_batch(start, end) + + + def _update(self, mini_batch, num_sequences): + """ + Performs update on model. + :param mini_batch: Batch of experiences. + :param num_sequences: Number of sequences to process. + :return: Results of update. + """ + + feed_dict = {#self.policy.model.dropout_rate: self.update_rate, + self.policy_model.batch_size: num_sequences, + self.policy_model.sequence_length: self.sequence_length, + # self.true_return : 10*np.ones(num_sequences) + } + if self.brain.vector_action_space_type == "continuous": + feed_dict[self.expert_action] = mini_batch['actions']. \ + reshape([-1, self.brain.vector_action_space_size[0]]) + feed_dict[self.policy_model.epsilon] = np.random.normal( + size=(1, self.policy_model.act_size[0])) + else: + feed_dict[self.expert_action] = mini_batch['actions'].reshape( + [-1, len(self.brain.vector_action_space_size)]) + feed_dict[self.policy_model.action_masks] = np.ones( + (num_sequences, sum(self.brain.vector_action_space_size))) + if self.brain.vector_observation_space_size > 0: + apparent_obs_size = self.brain.vector_observation_space_size * \ + self.brain.num_stacked_vector_observations + feed_dict[self.policy_model.vector_in] = mini_batch['vector_obs'] \ + .reshape([-1, apparent_obs_size]) + for i, _ in enumerate(self.policy_model.visual_in): + visual_obs = mini_batch['visual_obs%d' % i] + feed_dict[self.policy_model.visual_in[i]] = visual_obs + if self.use_recurrent: + feed_dict[self.policy_model.memory_in] = np.zeros([num_sequences, self.m_size]) + if not self.brain.vector_action_space_type == "continuous": + print(mini_batch.keys()) + # feed_dict[self.policy_model.prev_action] = mini_batch['prev_action'] \ + # .reshape([-1, len(self.policy_model.act_size)]) + feed_dict[self.policy_model.prev_action] = np.zeros((num_sequences* self.sequence_length, + len(self.policy_model.act_size))) + + run_out = self.execute_model(feed_dict, self.out_dict) + return run_out['loss'] + + def execute_model(self, feed_dict, out_dict): + """ + Executes model. + :param feed_dict: Input dictionary mapping nodes to input data. + :param out_dict: Output dictionary mapping names to nodes. + :return: Dictionary mapping names to input data. + """ + network_out = self.sess.run(list(out_dict.values()), feed_dict=feed_dict) + run_out = dict(zip(list(out_dict.keys()), network_out)) + return run_out diff --git a/ml-agents/mlagents/trainers/ppo/demo_helper.py b/ml-agents/mlagents/trainers/ppo/demo_helper.py new file mode 100644 index 0000000000..20c8f9baea --- /dev/null +++ b/ml-agents/mlagents/trainers/ppo/demo_helper.py @@ -0,0 +1,77 @@ +import logging +import tensorflow as tf +import numpy as np + +from mlagents.trainers.models import LearningModel +from mlagents.trainers.demo_loader import demo_to_buffer +from mlagents.trainers.buffer import Buffer + +logger = logging.getLogger("mlagents.trainers") + + +class DemoHelper(object): + sequence_length_name = 'sequence_length' + use_recurrent_name = 'use_recurrent' + memory_size = 'memory_size' + # TODO : Implement recurrent + # TODO : Implement Discrete Control + # TODO : Pretrain the critic ? All of the critics ? Use a gradient gate ? + # TODO : tune lambdas during the training process (start at 1 and slowly go to right value) + # TODO : check the equality between brain and brain_params + + def __init__(self, brain, parameters): + self.n_sequences = 128 + self.n_epoch = 500 + self.batches_per_epoch = 10 + + self.use_recurrent = parameters[self.use_recurrent_name] + self.sequence_length = 1 + self.m_size = 0 + if self.use_recurrent: + self.sequence_length = parameters[self.sequence_length_name] + self.m_size = parameters[self.memory_size] + + self.brain = brain + + buffer_name = parameters["demo_path"] + brain_params, self.demonstration_buffer = demo_to_buffer( + buffer_name, + self.sequence_length) + + self.n_sequences = min(self.n_sequences, len(self.demonstration_buffer.update_buffer['actions'])) + + def update_policy(self): + """ + Updates the policy. + """ + for iteration in range(self.n_epoch): + self.demonstration_buffer.update_buffer.shuffle() + batch_losses = [] + num_batches = min(len(self.demonstration_buffer.update_buffer['actions']) // + self.n_sequences, self.batches_per_epoch) + for i in range(num_batches): + update_buffer = self.demonstration_buffer.update_buffer + start = i * self.n_sequences + end = (i + 1) * self.n_sequences + mini_batch = update_buffer.make_mini_batch(start, end) + loss = self._update(mini_batch, self.n_sequences) + batch_losses.append(loss) + logger.info("Pre-Training loss at iteration "+str(iteration)+" : "+str(np.mean(batch_losses))) + + def concat_demos(self, external_buffer: Buffer): + """ + Takes in a mini batch, loads some demonstrations from a demo file, and concatenates them together. + Sets the Advantages for the demos appropriately so that it is weighed less over time. + """ + print(external_buffer.update_buffer) + update_buffer = self.demonstration_buffer.update_buffer + update_buffer.shuffle() + update_buffer['masks'] = Buffer.AgentBuffer.AgentBufferField() + update_buffer['masks'].extend(len(update_buffer['actions'])*[1]) + update_buffer['prev_action'] = Buffer.AgentBuffer.AgentBufferField() + update_buffer['prev_action'].extend(len(update_buffer['actions'])*[1]) + update_buffer['advantages'] = Buffer.AgentBuffer.AgentBufferField() + update_buffer['advantages'].extend(len(update_buffer['actions'])*[1]) + external_buffer.append_update_buffer_with_ext(update_buffer, self.n_sequences, self.sequence_length) + print("After appending") + print(external_buffer.update_buffer) diff --git a/ml-agents/mlagents/trainers/ppo/policy.py b/ml-agents/mlagents/trainers/ppo/policy.py index 6bb1b9fd26..16ae39f14e 100644 --- a/ml-agents/mlagents/trainers/ppo/policy.py +++ b/ml-agents/mlagents/trainers/ppo/policy.py @@ -5,6 +5,8 @@ from mlagents.trainers.policy import Policy from mlagents.trainers.ppo.reward_signals.gail.signal import GAILSignal from mlagents.trainers.ppo.reward_signals.curiosity.signal import CuriositySignal +from mlagents.trainers.ppo.reward_signals.extrinsic.signal import ExtrinsicSignal + logger = logging.getLogger("mlagents.trainers") @@ -40,6 +42,9 @@ def __init__(self, seed, brain, trainer_params, is_training, load): seed=seed) self.model.create_ppo_optimizer() + environment_signal = ExtrinsicSignal('Environment/Cumulative Reward') + self.reward_signals['extrinsic'] = environment_signal + if self.use_curiosity: strength = float(trainer_params['curiosity_strength']) encoding_size = float(trainer_params['curiosity_enc_size']) diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/bc/__init__.py b/ml-agents/mlagents/trainers/ppo/reward_signals/bc/__init__.py new file mode 100644 index 0000000000..d4e8e76438 --- /dev/null +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/bc/__init__.py @@ -0,0 +1 @@ +from .signal import BCSignal diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py index e39d52a11d..727bcb7a6e 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py @@ -4,7 +4,6 @@ class CuriositySignal(RewardSignal): def __init__(self, policy, encoding_size, strength, stat_name): - super().__init__() self.policy = policy self.stat_name = stat_name self.model = CuriosityModel(policy.model, encoding_size=encoding_size, strength=strength) @@ -38,7 +37,8 @@ def evaluate(self, current_info, next_info): if current_info.memories.shape[1] == 0: current_info.memories = self.policy.make_empty_memory(len(current_info.agents)) feed_dict[self.policy.model.memory_in] = current_info.memories - raw_intrinsic_rewards = self.policy.sess.run(self.model.intrinsic_reward, feed_dict=feed_dict) + raw_intrinsic_rewards = self.policy.sess.run(self.model.intrinsic_reward, + feed_dict=feed_dict) intrinsic_rewards = raw_intrinsic_rewards * float(self.policy.has_updated) return intrinsic_rewards diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/signal.py new file mode 100644 index 0000000000..a6d6005367 --- /dev/null +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/signal.py @@ -0,0 +1,9 @@ +from mlagents.trainers.ppo.reward_signals.reward_signal import RewardSignal + + +class ExtrinsicSignal(RewardSignal): + def __init__(self, stat_name): + self.stat_name = stat_name + + def evaluate(self, current_info, next_info): + return next_info.rewards diff --git a/ml-agents/mlagents/trainers/ppo/trainer.py b/ml-agents/mlagents/trainers/ppo/trainer.py index 688cbe6cbc..d8333562b8 100644 --- a/ml-agents/mlagents/trainers/ppo/trainer.py +++ b/ml-agents/mlagents/trainers/ppo/trainer.py @@ -75,20 +75,20 @@ def __init__( "Policy/Learning Rate": [], } - self.intrinsic_rewards = {} + self.collected_rewards = {'extrinsic': {}} + if self.use_curiosity: stats['Losses/Forward Loss'] = [] stats['Losses/Inverse Loss'] = [] stats['Policy/Curiosity Reward'] = [] - self.intrinsic_rewards['curiosity'] = {} + self.collected_rewards['curiosity'] = {} if self.use_gail: stats['Losses/GAIL Loss'] = [] stats['Policy/GAIL Reward'] = [] - self.intrinsic_rewards['gail'] = {} + self.collected_rewards['gail'] = {} self.stats = stats self.training_buffer = Buffer() - self.cumulative_rewards = {} self._reward_buffer = deque(maxlen=reward_buff_cap) self.episode_steps = {} @@ -247,9 +247,9 @@ def add_experiences( else: curr_to_use = curr_info - intrinsic_rewards_list = [] + rewards_list = [] for signal in self.policy.reward_signals.values(): - intrinsic_rewards_list.append(signal.evaluate(curr_to_use, next_info)) + rewards_list.append(signal.evaluate(curr_to_use, next_info)) for agent_id in next_info.agents: stored_info = self.training_buffer[agent_id].last_brain_info @@ -302,25 +302,21 @@ def add_experiences( stored_info.previous_vector_actions[idx]) self.training_buffer[agent_id]['masks'].append(1.0) - extrinsic_rewards = next_info.rewards[next_idx] * self.reward_strength - intrinsic_rewards = extrinsic_rewards * 0.0 - - for reward in intrinsic_rewards_list: - intrinsic_rewards += reward[next_idx] - - self.training_buffer[agent_id]['rewards'].append( - extrinsic_rewards + intrinsic_rewards) + agent_rewards = None + for reward in rewards_list: + if agent_rewards is None: + agent_rewards = reward[next_idx] + else: + agent_rewards += reward[next_idx] + self.training_buffer[agent_id]['rewards'].append(agent_rewards) self.training_buffer[agent_id]['action_probs'].append(a_dist[idx]) self.training_buffer[agent_id]['value_estimates'].append(value[idx][0]) - if agent_id not in self.cumulative_rewards: - self.cumulative_rewards[agent_id] = 0 - self.cumulative_rewards[agent_id] += next_info.rewards[next_idx] - for idx, rewards in enumerate(self.intrinsic_rewards.values()): + for idx, rewards in enumerate(self.collected_rewards.values()): if agent_id not in rewards: rewards[agent_id] = 0 - rewards[agent_id] += intrinsic_rewards_list[idx][next_idx] + rewards[agent_id] += rewards_list[idx][next_idx] if not next_info.local_done[next_idx]: if agent_id not in self.episode_steps: @@ -381,21 +377,10 @@ def process_experiences(self, current_info: AllBrainInfo, new_info: AllBrainInfo self.training_buffer[agent_id].reset_agent() if info.local_done[l]: - self.cumulative_returns_since_policy_update.append( - self.cumulative_rewards.get(agent_id, 0) - ) - self.stats["Environment/Cumulative Reward"].append( - self.cumulative_rewards.get(agent_id, 0) - ) - self.reward_buffer.appendleft( - self.cumulative_rewards.get(agent_id, 0) - ) - self.stats["Environment/Episode Length"].append( - self.episode_steps.get(agent_id, 0) - ) - self.cumulative_rewards[agent_id] = 0 + self.stats['Environment/Episode Length'].append( + self.episode_steps.get(agent_id, 0)) self.episode_steps[agent_id] = 0 - for name, rewards in self.intrinsic_rewards.items(): + for name, rewards in self.collected_rewards.items(): self.stats[self.policy.reward_signals[name].stat_name].append( rewards.get(agent_id, 0)) rewards[agent_id] = 0 @@ -406,11 +391,9 @@ def end_episode(self): Get only called when the academy resets. """ self.training_buffer.reset_local_buffers() - for agent_id in self.cumulative_rewards: - self.cumulative_rewards[agent_id] = 0 for agent_id in self.episode_steps: self.episode_steps[agent_id] = 0 - for rewards in self.intrinsic_rewards.values(): + for rewards in self.collected_rewards.values(): for agent_id in rewards: rewards[agent_id] = 0 From 99237cd43c02f9488ed26efac90d00c8b8717676 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Wed, 17 Oct 2018 16:25:40 -0700 Subject: [PATCH 019/251] Clean up imports --- ml-agents/mlagents/trainers/ppo/policy.py | 15 ++++++--------- .../trainers/ppo/reward_signals/__init__.py | 1 + .../ppo/reward_signals/curiosity/__init__.py | 1 + .../ppo/reward_signals/curiosity/signal.py | 6 +++--- .../ppo/reward_signals/extrinsic/__init__.py | 1 + .../ppo/reward_signals/extrinsic/signal.py | 6 +++--- .../trainers/ppo/reward_signals/gail/__init__.py | 1 + .../trainers/ppo/reward_signals/gail/signal.py | 6 +++--- 8 files changed, 19 insertions(+), 18 deletions(-) create mode 100644 ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/__init__.py diff --git a/ml-agents/mlagents/trainers/ppo/policy.py b/ml-agents/mlagents/trainers/ppo/policy.py index 16ae39f14e..65d8b30444 100644 --- a/ml-agents/mlagents/trainers/ppo/policy.py +++ b/ml-agents/mlagents/trainers/ppo/policy.py @@ -3,9 +3,9 @@ from mlagents.trainers.ppo.models import PPOModel from mlagents.trainers.policy import Policy -from mlagents.trainers.ppo.reward_signals.gail.signal import GAILSignal -from mlagents.trainers.ppo.reward_signals.curiosity.signal import CuriositySignal -from mlagents.trainers.ppo.reward_signals.extrinsic.signal import ExtrinsicSignal +from mlagents.trainers.ppo.reward_signals.gail import GAILSignal +from mlagents.trainers.ppo.reward_signals.curiosity import CuriositySignal +from mlagents.trainers.ppo.reward_signals.extrinsic import ExtrinsicSignal logger = logging.getLogger("mlagents.trainers") @@ -42,21 +42,18 @@ def __init__(self, seed, brain, trainer_params, is_training, load): seed=seed) self.model.create_ppo_optimizer() - environment_signal = ExtrinsicSignal('Environment/Cumulative Reward') - self.reward_signals['extrinsic'] = environment_signal + self.reward_signals['extrinsic'] = ExtrinsicSignal() if self.use_curiosity: strength = float(trainer_params['curiosity_strength']) encoding_size = float(trainer_params['curiosity_enc_size']) curiosity_signal = CuriositySignal(policy=self, strength=strength, - encoding_size=encoding_size, - stat_name='Policy/Curiosity Reward') + encoding_size=encoding_size) self.reward_signals['curiosity'] = curiosity_signal if self.use_gail: gail_signal = GAILSignal(self, int(trainer_params['hidden_units']), float(trainer_params['learning_rate']), - trainer_params['demo_path'], - 'Policy/GAIL Reward') + trainer_params['demo_path']) self.reward_signals['gail'] = gail_signal if load: diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/__init__.py b/ml-agents/mlagents/trainers/ppo/reward_signals/__init__.py index e69de29bb2..f259543cdc 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/__init__.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/__init__.py @@ -0,0 +1 @@ +from .reward_signal import RewardSignal diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/__init__.py b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/__init__.py index e69de29bb2..c0d2a3a3bb 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/__init__.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/__init__.py @@ -0,0 +1 @@ +from .signal import CuriositySignal diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py index 727bcb7a6e..974a8f79f7 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py @@ -1,11 +1,11 @@ -from mlagents.trainers.ppo.reward_signals.reward_signal import RewardSignal +from mlagents.trainers.ppo.reward_signals import RewardSignal from .model import CuriosityModel class CuriositySignal(RewardSignal): - def __init__(self, policy, encoding_size, strength, stat_name): + def __init__(self, policy, encoding_size, strength): self.policy = policy - self.stat_name = stat_name + self.stat_name = 'Policy/Curiosity Reward' self.model = CuriosityModel(policy.model, encoding_size=encoding_size, strength=strength) self.update_dict = {'forward_loss': self.model.forward_loss, 'inverse_loss': self.model.inverse_loss, diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/__init__.py b/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/__init__.py new file mode 100644 index 0000000000..6fcc1aa210 --- /dev/null +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/__init__.py @@ -0,0 +1 @@ +from .signal import ExtrinsicSignal diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/signal.py index a6d6005367..fa18a7859b 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/signal.py @@ -1,9 +1,9 @@ -from mlagents.trainers.ppo.reward_signals.reward_signal import RewardSignal +from mlagents.trainers.ppo.reward_signals import RewardSignal class ExtrinsicSignal(RewardSignal): - def __init__(self, stat_name): - self.stat_name = stat_name + def __init__(self): + self.stat_name = 'Environment/Cumulative Reward' def evaluate(self, current_info, next_info): return next_info.rewards diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/__init__.py b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/__init__.py index e69de29bb2..157baba327 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/__init__.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/__init__.py @@ -0,0 +1 @@ +from .signal import GAILSignal diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py index 0ad6d85fcf..dfb3aba263 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py @@ -1,15 +1,15 @@ import numpy as np -from mlagents.trainers.ppo.reward_signals.reward_signal import RewardSignal +from mlagents.trainers.ppo.reward_signals import RewardSignal from .model import GAILModel from mlagents.trainers.demo_loader import demo_to_buffer class GAILSignal(RewardSignal): - def __init__(self, policy, h_size, lr, demo_path, stat_name): + def __init__(self, policy, h_size, lr, demo_path): super().__init__() self.policy = policy - self.stat_name = stat_name + self.stat_name = 'Policy/GAIL Reward' self.model = GAILModel(policy.model, h_size, lr) _, self.demonstration_buffer = demo_to_buffer(demo_path, 1) From 9fa51c122f4248b634e9078cc0c9d545acb70d4c Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Wed, 17 Oct 2018 16:53:47 -0700 Subject: [PATCH 020/251] All reward signals use strength to scale output --- ml-agents/mlagents/trainers/ppo/policy.py | 9 +++++++-- .../trainers/ppo/reward_signals/curiosity/model.py | 5 ++--- .../trainers/ppo/reward_signals/curiosity/signal.py | 7 +++++-- .../trainers/ppo/reward_signals/entropy/__init__.py | 1 + .../trainers/ppo/reward_signals/entropy/signal.py | 12 ++++++++++++ .../trainers/ppo/reward_signals/extrinsic/signal.py | 7 +++++-- .../trainers/ppo/reward_signals/gail/signal.py | 5 +++-- ml-agents/mlagents/trainers/ppo/trainer.py | 11 +++++++++-- 8 files changed, 44 insertions(+), 13 deletions(-) create mode 100644 ml-agents/mlagents/trainers/ppo/reward_signals/entropy/__init__.py create mode 100644 ml-agents/mlagents/trainers/ppo/reward_signals/entropy/signal.py diff --git a/ml-agents/mlagents/trainers/ppo/policy.py b/ml-agents/mlagents/trainers/ppo/policy.py index 65d8b30444..c285a16fc7 100644 --- a/ml-agents/mlagents/trainers/ppo/policy.py +++ b/ml-agents/mlagents/trainers/ppo/policy.py @@ -6,6 +6,7 @@ from mlagents.trainers.ppo.reward_signals.gail import GAILSignal from mlagents.trainers.ppo.reward_signals.curiosity import CuriositySignal from mlagents.trainers.ppo.reward_signals.extrinsic import ExtrinsicSignal +from mlagents.trainers.ppo.reward_signals.entropy import EntropySignal logger = logging.getLogger("mlagents.trainers") @@ -25,6 +26,7 @@ def __init__(self, seed, brain, trainer_params, is_training, load): self.has_updated = False self.use_curiosity = bool(trainer_params['use_curiosity']) self.use_gail = bool(trainer_params['use_gail']) + self.use_entropy = bool(trainer_params['use_entropy']) self.reward_signals = {} with self.graph.as_default(): @@ -42,7 +44,8 @@ def __init__(self, seed, brain, trainer_params, is_training, load): seed=seed) self.model.create_ppo_optimizer() - self.reward_signals['extrinsic'] = ExtrinsicSignal() + self.reward_signals['extrinsic'] = ExtrinsicSignal( + float(trainer_params['reward_strength'])) if self.use_curiosity: strength = float(trainer_params['curiosity_strength']) @@ -53,8 +56,10 @@ def __init__(self, seed, brain, trainer_params, is_training, load): if self.use_gail: gail_signal = GAILSignal(self, int(trainer_params['hidden_units']), float(trainer_params['learning_rate']), - trainer_params['demo_path']) + trainer_params['demo_path'], 1.0) self.reward_signals['gail'] = gail_signal + if self.use_entropy: + self.reward_signals['entropy'] = EntropySignal(self, 0.01) if load: self._load_graph() diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/model.py b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/model.py index e33421d6a9..553938149e 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/model.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/model.py @@ -3,10 +3,9 @@ class CuriosityModel(object): - def __init__(self, policy_model, strength=0.01, encoding_size=128, + def __init__(self, policy_model, encoding_size=128, learning_rate=1e-4): self.encoding_size = encoding_size - self.strength = strength self.policy_model = policy_model encoded_state, encoded_next_state = self.create_curiosity_encoders() self.create_inverse_model(encoded_state, encoded_next_state) @@ -123,7 +122,7 @@ def create_forward_model(self, encoded_state, encoded_next_state): activation=None) squared_difference = 0.5 * tf.reduce_sum( tf.squared_difference(pred_next_state, encoded_next_state), axis=1) - self.intrinsic_reward = tf.clip_by_value(self.strength * squared_difference, 0, 1) + self.intrinsic_reward = squared_difference self.forward_loss = tf.reduce_mean( tf.dynamic_partition(squared_difference, self.policy_model.mask, 2)[1]) diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py index 974a8f79f7..8f5d1f796e 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py @@ -1,3 +1,4 @@ +import numpy as np from mlagents.trainers.ppo.reward_signals import RewardSignal from .model import CuriosityModel @@ -5,8 +6,9 @@ class CuriositySignal(RewardSignal): def __init__(self, policy, encoding_size, strength): self.policy = policy + self.strength = strength self.stat_name = 'Policy/Curiosity Reward' - self.model = CuriosityModel(policy.model, encoding_size=encoding_size, strength=strength) + self.model = CuriosityModel(policy.model, encoding_size=encoding_size) self.update_dict = {'forward_loss': self.model.forward_loss, 'inverse_loss': self.model.inverse_loss, 'update': self.model.update_batch} @@ -39,7 +41,8 @@ def evaluate(self, current_info, next_info): feed_dict[self.policy.model.memory_in] = current_info.memories raw_intrinsic_rewards = self.policy.sess.run(self.model.intrinsic_reward, feed_dict=feed_dict) - intrinsic_rewards = raw_intrinsic_rewards * float(self.policy.has_updated) + intrinsic_rewards = np.clip( + raw_intrinsic_rewards * float(self.policy.has_updated) * self.strength, 0, 1) return intrinsic_rewards def update(self, mini_batch, num_sequences): diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/entropy/__init__.py b/ml-agents/mlagents/trainers/ppo/reward_signals/entropy/__init__.py new file mode 100644 index 0000000000..a3dbc80f01 --- /dev/null +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/entropy/__init__.py @@ -0,0 +1 @@ +from .signal import EntropySignal diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/entropy/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/entropy/signal.py new file mode 100644 index 0000000000..02cf4ff00d --- /dev/null +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/entropy/signal.py @@ -0,0 +1,12 @@ +from mlagents.trainers.ppo.reward_signals import RewardSignal + + +class EntropySignal(RewardSignal): + def __init__(self, policy, signal_strength): + self.policy = policy + self.strength = signal_strength + self.stat_name = 'Policy/Entropy Reward' + + def evaluate(self, current_info, next_info): + run_out = self.policy.evaluate(current_info) + return self.strength * run_out['entropy'] diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/signal.py index fa18a7859b..cd4057de0f 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/signal.py @@ -1,9 +1,12 @@ +import numpy as np + from mlagents.trainers.ppo.reward_signals import RewardSignal class ExtrinsicSignal(RewardSignal): - def __init__(self): + def __init__(self, signal_strength): self.stat_name = 'Environment/Cumulative Reward' + self.strength = signal_strength def evaluate(self, current_info, next_info): - return next_info.rewards + return np.array(next_info.rewards) * self.strength diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py index dfb3aba263..0b5e050a01 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py @@ -6,9 +6,10 @@ class GAILSignal(RewardSignal): - def __init__(self, policy, h_size, lr, demo_path): + def __init__(self, policy, h_size, lr, demo_path, signal_strength): super().__init__() self.policy = policy + self.strength = signal_strength self.stat_name = 'Policy/GAIL Reward' self.model = GAILModel(policy.model, h_size, lr) _, self.demonstration_buffer = demo_to_buffer(demo_path, 1) @@ -33,7 +34,7 @@ def evaluate(self, current_info, next_info): feed_dict[self.policy.model.memory_in] = current_info.memories raw_intrinsic_rewards = self.policy.sess.run(self.model.intrinsic_reward, feed_dict=feed_dict) - intrinsic_rewards = raw_intrinsic_rewards * float(self.policy.has_updated) + intrinsic_rewards = raw_intrinsic_rewards * float(self.policy.has_updated) * self.strength return intrinsic_rewards def update(self, policy_buffer, n_sequences, max_batches): diff --git a/ml-agents/mlagents/trainers/ppo/trainer.py b/ml-agents/mlagents/trainers/ppo/trainer.py index d8333562b8..8cb329bb66 100644 --- a/ml-agents/mlagents/trainers/ppo/trainer.py +++ b/ml-agents/mlagents/trainers/ppo/trainer.py @@ -57,11 +57,15 @@ def __init__( "model_path", "use_gail", "demo_path", - "reward_strength" + "reward_strength", + 'use_entropy' ] self.check_param_keys() self.use_curiosity = bool(trainer_parameters["use_curiosity"]) + self.use_gail = bool(trainer_parameters['use_gail']) + self.use_entropy = bool(trainer_parameters['use_entropy']) + self.reward_strength = float(trainer_parameters['reward_strength']) self.step = 0 self.policy = PPOPolicy(seed, brain, trainer_parameters, self.is_training, load) @@ -86,6 +90,9 @@ def __init__( stats['Losses/GAIL Loss'] = [] stats['Policy/GAIL Reward'] = [] self.collected_rewards['gail'] = {} + if self.use_entropy: + stats['Policy/Entropy Reward'] = [] + self.collected_rewards['entropy'] = {} self.stats = stats self.training_buffer = Buffer() @@ -154,7 +161,7 @@ def construct_curr_info(self, next_info: BrainInfo) -> BrainInfo: :BrainInfo next_info: A t+1 BrainInfo. :return: curr_info: Reconstructed BrainInfo to match agents of next_info. """ - visual_observations = [[]] + visual_observations = [] vector_observations = [] text_observations = [] memories = [] From 7f2467772c13b035fc2ee25f675f927593e6e5e8 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Wed, 17 Oct 2018 17:30:10 -0700 Subject: [PATCH 021/251] produce scaled and unscaled reward --- .../ppo/reward_signals/curiosity/signal.py | 10 ++++----- .../ppo/reward_signals/entropy/signal.py | 4 +++- .../ppo/reward_signals/extrinsic/signal.py | 4 +++- .../ppo/reward_signals/gail/signal.py | 8 +++---- ml-agents/mlagents/trainers/ppo/trainer.py | 21 ++++++++++++------- 5 files changed, 28 insertions(+), 19 deletions(-) diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py index 8f5d1f796e..02a6d37095 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py @@ -39,11 +39,11 @@ def evaluate(self, current_info, next_info): if current_info.memories.shape[1] == 0: current_info.memories = self.policy.make_empty_memory(len(current_info.agents)) feed_dict[self.policy.model.memory_in] = current_info.memories - raw_intrinsic_rewards = self.policy.sess.run(self.model.intrinsic_reward, - feed_dict=feed_dict) - intrinsic_rewards = np.clip( - raw_intrinsic_rewards * float(self.policy.has_updated) * self.strength, 0, 1) - return intrinsic_rewards + unscaled_reward = self.policy.sess.run(self.model.intrinsic_reward, + feed_dict=feed_dict) + scaled_reward = np.clip( + unscaled_reward * float(self.policy.has_updated) * self.strength, 0, 1) + return scaled_reward, unscaled_reward def update(self, mini_batch, num_sequences): """ diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/entropy/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/entropy/signal.py index 02cf4ff00d..b3e5953813 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/entropy/signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/entropy/signal.py @@ -9,4 +9,6 @@ def __init__(self, policy, signal_strength): def evaluate(self, current_info, next_info): run_out = self.policy.evaluate(current_info) - return self.strength * run_out['entropy'] + unscaled_reward = run_out['entropy'] + scaled_reward = self.strength * unscaled_reward + return scaled_reward, unscaled_reward diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/signal.py index cd4057de0f..956f718146 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/signal.py @@ -9,4 +9,6 @@ def __init__(self, signal_strength): self.strength = signal_strength def evaluate(self, current_info, next_info): - return np.array(next_info.rewards) * self.strength + unscaled_reward = np.array(next_info.rewards) + scaled_reward = self.strength * unscaled_reward + return scaled_reward, unscaled_reward diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py index 0b5e050a01..de4dd71c1c 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py @@ -32,10 +32,10 @@ def evaluate(self, current_info, next_info): if current_info.memories.shape[1] == 0: current_info.memories = self.policy.make_empty_memory(len(current_info.agents)) feed_dict[self.policy.model.memory_in] = current_info.memories - raw_intrinsic_rewards = self.policy.sess.run(self.model.intrinsic_reward, - feed_dict=feed_dict) - intrinsic_rewards = raw_intrinsic_rewards * float(self.policy.has_updated) * self.strength - return intrinsic_rewards + unscaled_reward = self.policy.sess.run(self.model.intrinsic_reward, + feed_dict=feed_dict) + scaled_reward = unscaled_reward * float(self.policy.has_updated) * self.strength + return scaled_reward, unscaled_reward def update(self, policy_buffer, n_sequences, max_batches): self.demonstration_buffer.update_buffer.shuffle() diff --git a/ml-agents/mlagents/trainers/ppo/trainer.py b/ml-agents/mlagents/trainers/ppo/trainer.py index 8cb329bb66..19e0b09285 100644 --- a/ml-agents/mlagents/trainers/ppo/trainer.py +++ b/ml-agents/mlagents/trainers/ppo/trainer.py @@ -80,6 +80,7 @@ def __init__( } self.collected_rewards = {'extrinsic': {}} + self.environment_rewards = {} if self.use_curiosity: stats['Losses/Forward Loss'] = [] @@ -254,9 +255,9 @@ def add_experiences( else: curr_to_use = curr_info - rewards_list = [] - for signal in self.policy.reward_signals.values(): - rewards_list.append(signal.evaluate(curr_to_use, next_info)) + tmp_rewards_list = [] + for name, signal in self.policy.reward_signals.items(): + tmp_rewards_list.append(signal.evaluate(curr_to_use, next_info)) for agent_id in next_info.agents: stored_info = self.training_buffer[agent_id].last_brain_info @@ -310,20 +311,24 @@ def add_experiences( self.training_buffer[agent_id]['masks'].append(1.0) agent_rewards = None - for reward in rewards_list: + for (scaled_reward, reward) in tmp_rewards_list: if agent_rewards is None: - agent_rewards = reward[next_idx] + agent_rewards = scaled_reward[next_idx] else: - agent_rewards += reward[next_idx] + agent_rewards += scaled_reward[next_idx] self.training_buffer[agent_id]['rewards'].append(agent_rewards) self.training_buffer[agent_id]['action_probs'].append(a_dist[idx]) self.training_buffer[agent_id]['value_estimates'].append(value[idx][0]) - for idx, rewards in enumerate(self.collected_rewards.values()): + for idx, (name, rewards) in enumerate(self.collected_rewards.items()): if agent_id not in rewards: rewards[agent_id] = 0 - rewards[agent_id] += rewards_list[idx][next_idx] + if name == 'extrinsic': + unscaled = 1 + else: + unscaled = 0 + rewards[agent_id] += tmp_rewards_list[idx][unscaled][next_idx] if not next_info.local_done[next_idx]: if agent_id not in self.episode_steps: From 4a714d024523df637e71175d5e68e38d5207a4cb Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Wed, 17 Oct 2018 17:34:33 -0700 Subject: [PATCH 022/251] Remove unused dictionary --- ml-agents/mlagents/trainers/ppo/trainer.py | 1 - 1 file changed, 1 deletion(-) diff --git a/ml-agents/mlagents/trainers/ppo/trainer.py b/ml-agents/mlagents/trainers/ppo/trainer.py index 19e0b09285..a6adfc9328 100644 --- a/ml-agents/mlagents/trainers/ppo/trainer.py +++ b/ml-agents/mlagents/trainers/ppo/trainer.py @@ -80,7 +80,6 @@ def __init__( } self.collected_rewards = {'extrinsic': {}} - self.environment_rewards = {} if self.use_curiosity: stats['Losses/Forward Loss'] = [] From 3e2671d7b00abfc6b206aaed7670011c3bb23f0f Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Thu, 18 Oct 2018 13:40:02 -0700 Subject: [PATCH 023/251] Current trainer config --- config/trainer_config.yaml | 16 ++++++++++++++-- 1 file changed, 14 insertions(+), 2 deletions(-) diff --git a/config/trainer_config.yaml b/config/trainer_config.yaml index 988de5382b..2bdc3913ed 100644 --- a/config/trainer_config.yaml +++ b/config/trainer_config.yaml @@ -22,6 +22,8 @@ default: curiosity_enc_size: 128 reward_strength: 1.0 use_gail: false + use_entropy: false + demo_path: None BananaLearning: normalize: false @@ -32,14 +34,17 @@ BananaLearning: BouncerLearning: normalize: true + beta: 0.0 max_steps: 5.0e5 batch_size: 32 buffer_size: 512 num_layers: 2 hidden_units: 64 summary_freq: 1000 - use_gail: true - reward_strength: 0.0 + use_gail: false + use_curiosity: false + use_entropy: true + reward_strength: 1.0 demo_path: ./demos/ExpertBouncer.demo PushBlockLearning: @@ -47,10 +52,17 @@ PushBlockLearning: batch_size: 128 buffer_size: 2048 beta: 1.0e-2 + beta: 0.0 hidden_units: 256 summary_freq: 2000 time_horizon: 64 num_layers: 2 + use_gail: false + use_curiosity: false + use_entropy: false + reward_strength: 1.0 + demo_path: None + SmallWallJumpLearning: max_steps: 1.0e6 From 77211d86b926892d85376006075eaa4f9ebf5dfb Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Thu, 18 Oct 2018 17:30:35 -0700 Subject: [PATCH 024/251] Add discrete control and pyramid experimentation --- config/trainer_config.yaml | 8 +++++-- demos/ExpertPyramid.demo | Bin 0 -> 969634 bytes demos/HumanPyramid.demo | Bin 0 -> 744909 bytes ml-agents/mlagents/trainers/bc/policy.py | 2 +- ml-agents/mlagents/trainers/policy.py | 2 +- ml-agents/mlagents/trainers/ppo/policy.py | 6 ++--- .../ppo/reward_signals/curiosity/signal.py | 3 +-- .../trainers/ppo/reward_signals/gail/model.py | 21 +++++++++++++----- .../ppo/reward_signals/gail/signal.py | 5 +---- 9 files changed, 29 insertions(+), 18 deletions(-) create mode 100644 demos/ExpertPyramid.demo create mode 100644 demos/HumanPyramid.demo diff --git a/config/trainer_config.yaml b/config/trainer_config.yaml index 2bdc3913ed..da89fb70a8 100644 --- a/config/trainer_config.yaml +++ b/config/trainer_config.yaml @@ -113,7 +113,7 @@ GoalieLearning: normalize: false PyramidsLearning: - use_curiosity: true + use_curiosity: false summary_freq: 2000 curiosity_strength: 0.01 curiosity_enc_size: 256 @@ -122,9 +122,13 @@ PyramidsLearning: buffer_size: 2048 hidden_units: 512 num_layers: 2 - beta: 1.0e-2 + beta: 0.0 max_steps: 5.0e5 num_epoch: 3 + use_gail: true + use_entropy: false + reward_strength: 0.0 + demo_path: ./demos/HumanPyramid.demo VisualPyramidsLearning: use_curiosity: true diff --git a/demos/ExpertPyramid.demo b/demos/ExpertPyramid.demo new file mode 100644 index 0000000000000000000000000000000000000000..c34c60c2ee4ec6e4165c53c82b771119421911e1 GIT binary patch literal 969634 zcmc#+bzl_9(qACKgS)#+a0wD5xCD16xVyW%yW8P*xMi`!^>DpI4u{|p%+wgmn58L7F*$1PR8z)0-AN})V5RWBc4$=dpg)`LlnFE@bABG%f)nF=jlZ&Un=%5 z^M3(eMzJYck~lqByEdmkkrq@J?FVc*?6l9@didL1P5*fL$}{e2%KumJ|GB{HL{3Vl z7&)reJ0`|=d)^e0{vu|2F@NQ@T@I!Ac>jy+Xk*g8MvPR3VvPTt=a&ESFO7#m_usbW 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zC;bEcYu%|%9Djgz>a5$kIJTLwKp789-`&b28W&@|#{X+HgX>q(=`iNx|If9l5AilV z*n1UuF_oY4OJ#iw7>y}@@vQz3fACN-0nhdDUt@X3|7$c0N8op`d>q8uh$$b}uxvPc z4-hY=biK}(6YMj^cWKP;V@!rAKBR6wfuHN)zsB^&|HnPuuXKj?pDB*tRrb#BCG;(By{ri62=Vvtr82u4cZ@zUj@2DNX8@_Rv1BNq8)`d1e79zu^{s=9JlB zs=wX$m41J+v*md*O2=+tX_6~ zj>_@7)@9S<@+a`j!SS3+oZ)g-2EXxQ!2NAbO+uB<@iEP6#MEAWBWcd znq>|4R*|nY%l&6Ox%YgAF?<_{*W3Si$i{oTnCdxQl-B{HF~vXo_(?y%D92CQ&FA># z_;jyN#qpcUWz?*U{-l99{2`zIeP0T>$zMAkalB}%Cu=Eowx1VMeB`Nj5Z`y&VTkWp zCqj=mmCdx~*~8{lcrm4ktikrXm|o``DU-Rt`n$V76~u>}XZsR)G1YTw$O(wQcR<cjo-C+zDeVIA@MKO?@^HL z7cngQet5u#Z(27S;Vs&XN?uFz(% z3?uj9|9TFewK9jj{-5{6|H&L)p7_lF%N&kxG?9?Qtp8#~-iQ60`r)8&DI%Dq|KIxI zU!BAM*GI(vrW}4=sL=mP4k!7SKh>Q}7)!9OEw0G>;j8hChX?!z$HTiL+#;Bz|KIxI z_@3#k&Efy+{cwCa{Htds8mrGt7=7J~Ww*Q?TKi1*Z|{e#9SgeeXcPM3gnl@oAEx$T3W@DTgo!etA5Q3pDH~*vm^UI!v Date: Fri, 19 Oct 2018 17:43:31 -0700 Subject: [PATCH 025/251] Minor changes to GAIL --- .../trainers/ppo/reward_signals/curiosity/model.py | 2 +- .../trainers/ppo/reward_signals/gail/model.py | 14 +++++++++----- .../trainers/ppo/reward_signals/gail/signal.py | 4 ++++ ml-agents/mlagents/trainers/ppo/trainer.py | 1 + 4 files changed, 15 insertions(+), 6 deletions(-) diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/model.py b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/model.py index 553938149e..9494188514 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/model.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/model.py @@ -41,7 +41,7 @@ def create_curiosity_encoders(self): self.policy_model.curiosity_enc_size, LearningModel.swish, 1, "stream_{}_visual_obs_encoder" - .format(i), False) + .format(i), False) encoded_next_visual = self.policy_model.create_visual_obs_encoder( self.next_visual_in[i], diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py index 113026742b..7a20376aaf 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py @@ -1,5 +1,4 @@ import tensorflow as tf -import numpy as np class GAILModel(object): @@ -14,6 +13,11 @@ def __init__(self, policy_model, h_size, lr): def make_inputs(self): self.obs_in_expert = tf.placeholder( shape=[None, self.policy_model.vec_obs_size], dtype=tf.float32) + self.done_expert = tf.placeholder( + shape=[None, 1], dtype=tf.float32) + self.done_policy = tf.placeholder( + shape=[None, 1], dtype=tf.float32) + if self.policy_model.brain.vector_action_space_type == 'continuous': action_length = self.policy_model.act_size[0] self.action_in_expert = tf.placeholder( @@ -27,9 +31,9 @@ def make_inputs(self): tf.one_hot(self.action_in_expert[:, i], self.policy_model.act_size[i]) for i in range(len(self.policy_model.act_size))], axis=1) - def create_encoder(self, state_in, action_in, reuse): + def create_encoder(self, state_in, action_in, done_in, reuse): with tf.variable_scope("model"): - concat_input = tf.concat([state_in, action_in], axis=1) + concat_input = tf.concat([state_in, action_in, done_in], axis=1) hidden_1 = tf.layers.dense( concat_input, self.h_size, activation=tf.nn.elu, @@ -45,9 +49,9 @@ def create_encoder(self, state_in, action_in, reuse): def create_network(self): self.expert_estimate = self.create_encoder( - self.obs_in_expert, self.expert_action, False) + self.obs_in_expert, self.expert_action, self.done_expert, False) self.policy_estimate = self.create_encoder( - self.policy_model.vector_in, self.policy_model.selected_actions, True) + self.policy_model.vector_in, self.policy_model.selected_actions, self.done_policy, True) self.discriminator_score = tf.reshape(self.policy_estimate, [-1], name="GAIL_reward") self.intrinsic_reward = -tf.log(1.0 - self.discriminator_score + 1e-7) diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py index 4a963aa394..072eed89b7 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py @@ -21,6 +21,7 @@ def evaluate(self, current_info, next_info): feed_dict = {self.policy.model.batch_size: len(next_info.vector_observations), self.policy.model.sequence_length: 1} feed_dict = self.policy.fill_eval_dict(feed_dict, brain_info=current_info) + feed_dict[self.model.done_policy] = np.reshape(next_info.local_done, [-1, 1]) if self.policy.use_continuous_act: feed_dict[self.policy.model.selected_actions] = next_info.previous_vector_actions else: @@ -57,6 +58,9 @@ def update(self, policy_buffer, n_sequences, max_batches): def _update_batch(self, mini_batch_demo, mini_batch_policy): feed_dict = {} + feed_dict[self.model.done_expert] = mini_batch_demo['done'].reshape([-1, 1]) + feed_dict[self.model.done_policy] = mini_batch_policy['done'].reshape([-1, 1]) + if self.policy.use_continuous_act: feed_dict[self.policy.model.selected_actions] = mini_batch_policy['actions'].reshape( [-1, self.policy.model.act_size[0]]) diff --git a/ml-agents/mlagents/trainers/ppo/trainer.py b/ml-agents/mlagents/trainers/ppo/trainer.py index a6adfc9328..c7449f3162 100644 --- a/ml-agents/mlagents/trainers/ppo/trainer.py +++ b/ml-agents/mlagents/trainers/ppo/trainer.py @@ -308,6 +308,7 @@ def add_experiences( self.training_buffer[agent_id]['prev_action'].append( stored_info.previous_vector_actions[idx]) self.training_buffer[agent_id]['masks'].append(1.0) + self.training_buffer[agent_id]['done'].append(next_info.local_done[idx]) agent_rewards = None for (scaled_reward, reward) in tmp_rewards_list: From 439387eae7ea14715f90b4cdd155eec3b522f58a Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Sun, 21 Oct 2018 12:24:00 -0700 Subject: [PATCH 026/251] Add relevant strength parameters --- config/trainer_config.yaml | 31 ++++++++++++------ ml-agents/mlagents/trainers/ppo/policy.py | 6 ++-- ml-agents/mlagents/trainers/ppo/trainer.py | 37 +++++----------------- 3 files changed, 33 insertions(+), 41 deletions(-) diff --git a/config/trainer_config.yaml b/config/trainer_config.yaml index da89fb70a8..fbb21382ad 100644 --- a/config/trainer_config.yaml +++ b/config/trainer_config.yaml @@ -20,16 +20,21 @@ default: use_curiosity: false curiosity_strength: 0.01 curiosity_enc_size: 128 - reward_strength: 1.0 + extrinsic_strength: 1.0 + gail_strength: 0.005 + entropy_strength: 0.001 use_gail: false use_entropy: false demo_path: None BananaLearning: normalize: false - batch_size: 1024 - beta: 5.0e-3 - buffer_size: 10240 + use_gail: false + use_entropy: false + extrinsic_strength: 1.0 + beta: 0.0 + batch_size: 256 + buffer_size: 2560 max_steps: 1.0e5 BouncerLearning: @@ -44,7 +49,7 @@ BouncerLearning: use_gail: false use_curiosity: false use_entropy: true - reward_strength: 1.0 + extrinsic_strength: 1.0 demo_path: ./demos/ExpertBouncer.demo PushBlockLearning: @@ -60,7 +65,7 @@ PushBlockLearning: use_gail: false use_curiosity: false use_entropy: false - reward_strength: 1.0 + extrinsic_strength: 1.0 demo_path: None @@ -125,10 +130,12 @@ PyramidsLearning: beta: 0.0 max_steps: 5.0e5 num_epoch: 3 + sequence_length: 32 use_gail: true - use_entropy: false - reward_strength: 0.0 - demo_path: ./demos/HumanPyramid.demo + use_entropy: true + extrinsic_strength: 1.0 + use_recurrent: false + demo_path: ./demos/PyramidTime.demo VisualPyramidsLearning: use_curiosity: true @@ -184,12 +191,16 @@ CrawlerStaticLearning: CrawlerDynamicLearning: normalize: true + use_gail: false + use_entropy: false + extrinsic_strength: 1.0 + beta: 0.0 num_epoch: 3 time_horizon: 1000 batch_size: 2024 buffer_size: 20240 gamma: 0.995 - max_steps: 1e6 + max_steps: 1e5 summary_freq: 3000 num_layers: 3 hidden_units: 512 diff --git a/ml-agents/mlagents/trainers/ppo/policy.py b/ml-agents/mlagents/trainers/ppo/policy.py index b1ce794b03..d940c4a6c5 100644 --- a/ml-agents/mlagents/trainers/ppo/policy.py +++ b/ml-agents/mlagents/trainers/ppo/policy.py @@ -54,12 +54,14 @@ def __init__(self, seed, brain, trainer_params, is_training, load): encoding_size=encoding_size) self.reward_signals['curiosity'] = curiosity_signal if self.use_gail: + strength = float(trainer_params['gail_strength']) gail_signal = GAILSignal(self, int(trainer_params['hidden_units']), float(trainer_params['learning_rate']), - trainer_params['demo_path'], 0.005) + trainer_params['demo_path'], strength) self.reward_signals['gail'] = gail_signal if self.use_entropy: - self.reward_signals['entropy'] = EntropySignal(self, 0.001) + strength = float(trainer_params['entropy_strength']) + self.reward_signals['entropy'] = EntropySignal(self, strength) if load: self._load_graph() diff --git a/ml-agents/mlagents/trainers/ppo/trainer.py b/ml-agents/mlagents/trainers/ppo/trainer.py index c7449f3162..b557323916 100644 --- a/ml-agents/mlagents/trainers/ppo/trainer.py +++ b/ml-agents/mlagents/trainers/ppo/trainer.py @@ -32,40 +32,19 @@ def __init__( :param run_id: The The identifier of the current run """ super(PPOTrainer, self).__init__(brain, trainer_parameters, training, run_id) - self.param_keys = [ - "batch_size", - "beta", - "buffer_size", - "epsilon", - "gamma", - "hidden_units", - "lambd", - "learning_rate", - "max_steps", - "normalize", - "num_epoch", - "num_layers", - "time_horizon", - "sequence_length", - "summary_freq", - "use_recurrent", - "summary_path", - "memory_size", - "use_curiosity", - "curiosity_strength", - "curiosity_enc_size", - "model_path", - "use_gail", - "demo_path", - "reward_strength", - 'use_entropy' - ] + self.param_keys = ['batch_size', 'beta', 'buffer_size', 'epsilon', 'gamma', 'hidden_units', + 'lambd', 'learning_rate', 'max_steps', 'normalize', 'num_epoch', + 'num_layers', 'time_horizon', 'sequence_length', 'summary_freq', + 'use_recurrent', 'summary_path', 'memory_size', 'use_curiosity', + 'curiosity_strength', 'curiosity_enc_size', 'model_path', + 'use_gail', 'demo_path', 'extrinsic_strength', 'use_entropy', + 'entropy_strength', 'gail_strength'] self.check_param_keys() self.use_curiosity = bool(trainer_parameters["use_curiosity"]) self.use_gail = bool(trainer_parameters['use_gail']) self.use_entropy = bool(trainer_parameters['use_entropy']) - self.reward_strength = float(trainer_parameters['reward_strength']) + self.reward_strength = float(trainer_parameters['extrinsic_strength']) self.step = 0 self.policy = PPOPolicy(seed, brain, trainer_parameters, self.is_training, load) From ba793a300290dbdc45886f8bcfa7a2519c10c3eb Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Sun, 21 Oct 2018 12:27:50 -0700 Subject: [PATCH 027/251] Replace string --- ml-agents/mlagents/trainers/ppo/policy.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ml-agents/mlagents/trainers/ppo/policy.py b/ml-agents/mlagents/trainers/ppo/policy.py index d940c4a6c5..8e9e7faad5 100644 --- a/ml-agents/mlagents/trainers/ppo/policy.py +++ b/ml-agents/mlagents/trainers/ppo/policy.py @@ -45,7 +45,7 @@ def __init__(self, seed, brain, trainer_params, is_training, load): self.model.create_ppo_optimizer() self.reward_signals['extrinsic'] = ExtrinsicSignal( - float(trainer_params['reward_strength'])) + float(trainer_params['extrinsic_strength'])) if self.use_curiosity: strength = float(trainer_params['curiosity_strength']) From a52ba0b679c4830d52dcd96a83acb4cf4cbbc1d6 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Wed, 31 Oct 2018 13:27:49 -0700 Subject: [PATCH 028/251] Add support for visual observations w/ GAIL --- .../trainers/ppo/reward_signals/gail/model.py | 60 ++++++++++++++++--- .../ppo/reward_signals/gail/signal.py | 2 +- 2 files changed, 52 insertions(+), 10 deletions(-) diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py index 7a20376aaf..e4260f750f 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py @@ -1,21 +1,20 @@ import tensorflow as tf +from mlagents.trainers.models import LearningModel class GAILModel(object): - def __init__(self, policy_model, h_size, lr): + def __init__(self, policy_model, h_size, lr, encoding_size): self.h_size = h_size self.policy_model = policy_model - + self.encoding_size = encoding_size self.make_inputs() self.create_network() self.create_loss(lr) def make_inputs(self): - self.obs_in_expert = tf.placeholder( - shape=[None, self.policy_model.vec_obs_size], dtype=tf.float32) self.done_expert = tf.placeholder( shape=[None, 1], dtype=tf.float32) - self.done_policy = tf.placeholder( + self.done_policy = tf.placeholder( shape=[None, 1], dtype=tf.float32) if self.policy_model.brain.vector_action_space_type == 'continuous': @@ -28,8 +27,51 @@ def make_inputs(self): self.action_in_expert = tf.placeholder( shape=[None, action_length], dtype=tf.int32) self.expert_action = tf.concat([ - tf.one_hot(self.action_in_expert[:, i], self.policy_model.act_size[i]) for i in - range(len(self.policy_model.act_size))], axis=1) + tf.one_hot(self.action_in_expert[:, i], self.policy_model.act_size[i]) for i in + range(len(self.policy_model.act_size))], axis=1) + + encoded_policy_list = [] + encoded_expert_list = [] + + if self.policy_model.vec_obs_size > 0: + self.obs_in_expert = tf.placeholder( + shape=[None, self.policy_model.vec_obs_size], dtype=tf.float32) + encoded_expert_list.append(self.obs_in_expert) + encoded_policy_list.append(self.policy_model.vector_in) + + if self.policy_model.vis_obs_size > 0: + self.visual_in = [] + visual_policy_encoders = [] + visual_expert_encoders = [] + for i in range(self.policy_model.vis_obs_size): + # Create input ops for next (t+1) visual observations. + visual_input = self.policy_model.create_visual_input( + self.policy_model.brain.camera_resolutions[i], + name="visual_observation_" + str(i)) + self.visual_in.append(visual_input) + + encoded_policy_visual = self.policy_model.create_visual_obs_encoder( + self.policy_model.visual_in[i], + self.encoding_size, + LearningModel.swish, 1, + "stream_{}_visual_obs_encoder" + .format(i), False) + + encoded_expert_visual = self.policy_model.create_visual_obs_encoder( + self.visual_in[i], + self.encoding_size, + LearningModel.swish, 1, + "stream_{}_visual_obs_encoder".format(i), + True) + visual_policy_encoders.append(encoded_policy_visual) + visual_expert_encoders.append(encoded_expert_visual) + hidden_policy_visual = tf.concat(visual_policy_encoders, axis=1) + hidden_expert_visual = tf.concat(visual_expert_encoders, axis=1) + encoded_policy_list.append(hidden_policy_visual) + encoded_expert_list.append(hidden_expert_visual) + + self.encoded_expert = tf.concat(encoded_expert_list, axis=1) + self.encoded_policy = tf.concat(encoded_policy_list, axis=1) def create_encoder(self, state_in, action_in, done_in, reuse): with tf.variable_scope("model"): @@ -49,9 +91,9 @@ def create_encoder(self, state_in, action_in, done_in, reuse): def create_network(self): self.expert_estimate = self.create_encoder( - self.obs_in_expert, self.expert_action, self.done_expert, False) + self.encoded_expert, self.expert_action, self.done_expert, False) self.policy_estimate = self.create_encoder( - self.policy_model.vector_in, self.policy_model.selected_actions, self.done_policy, True) + self.encoded_policy, self.policy_model.selected_actions, self.done_policy, True) self.discriminator_score = tf.reshape(self.policy_estimate, [-1], name="GAIL_reward") self.intrinsic_reward = -tf.log(1.0 - self.discriminator_score + 1e-7) diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py index 072eed89b7..3f77a0b641 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py @@ -11,7 +11,7 @@ def __init__(self, policy, h_size, lr, demo_path, signal_strength): self.policy = policy self.strength = signal_strength self.stat_name = 'Policy/GAIL Reward' - self.model = GAILModel(policy.model, h_size, lr) + self.model = GAILModel(policy.model, h_size, lr, 64) _, self.demonstration_buffer = demo_to_buffer(demo_path, 1) def evaluate(self, current_info, next_info): From 5b2ef220df5fe6dc751260cb0d199f4b0b3cbd45 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Thu, 1 Nov 2018 16:00:38 -0700 Subject: [PATCH 029/251] Finish implementing visual obs for GAIL --- .../trainers/ppo/reward_signals/gail/model.py | 6 ++--- .../ppo/reward_signals/gail/signal.py | 26 ++++++++++++++++--- 2 files changed, 25 insertions(+), 7 deletions(-) diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py index e4260f750f..e858110061 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py @@ -40,7 +40,7 @@ def make_inputs(self): encoded_policy_list.append(self.policy_model.vector_in) if self.policy_model.vis_obs_size > 0: - self.visual_in = [] + self.expert_visual_in = [] visual_policy_encoders = [] visual_expert_encoders = [] for i in range(self.policy_model.vis_obs_size): @@ -48,7 +48,7 @@ def make_inputs(self): visual_input = self.policy_model.create_visual_input( self.policy_model.brain.camera_resolutions[i], name="visual_observation_" + str(i)) - self.visual_in.append(visual_input) + self.expert_visual_in.append(visual_input) encoded_policy_visual = self.policy_model.create_visual_obs_encoder( self.policy_model.visual_in[i], @@ -58,7 +58,7 @@ def make_inputs(self): .format(i), False) encoded_expert_visual = self.policy_model.create_visual_obs_encoder( - self.visual_in[i], + self.expert_visual_in[i], self.encoding_size, LearningModel.swish, 1, "stream_{}_visual_obs_encoder".format(i), diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py index 3f77a0b641..9a2f4c2df3 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py @@ -39,7 +39,10 @@ def update(self, policy_buffer, n_sequences, max_batches): self.demonstration_buffer.update_buffer.shuffle() policy_buffer.update_buffer.shuffle() batch_losses = [] - possible_batches = len(self.demonstration_buffer.update_buffer['actions']) // n_sequences + n_sequences = n_sequences // 2 + possible_demo_batches = len(self.demonstration_buffer.update_buffer['actions']) // n_sequences + possible_policy_batches = len(policy_buffer.update_buffer['actions']) // n_sequences + possible_batches = min(possible_policy_batches, possible_demo_batches) if max_batches == 0: num_batches = possible_batches else: @@ -57,9 +60,8 @@ def update(self, policy_buffer, n_sequences, max_batches): return np.mean(batch_losses) def _update_batch(self, mini_batch_demo, mini_batch_policy): - feed_dict = {} - feed_dict[self.model.done_expert] = mini_batch_demo['done'].reshape([-1, 1]) - feed_dict[self.model.done_policy] = mini_batch_policy['done'].reshape([-1, 1]) + feed_dict = {self.model.done_expert: mini_batch_demo['done'].reshape([-1, 1]), + self.model.done_policy: mini_batch_policy['done'].reshape([-1, 1])} if self.policy.use_continuous_act: feed_dict[self.policy.model.selected_actions] = mini_batch_policy['actions'].reshape( @@ -72,6 +74,22 @@ def _update_batch(self, mini_batch_demo, mini_batch_policy): feed_dict[self.model.action_in_expert] = mini_batch_demo['actions'].reshape( [-1, len(self.policy.model.act_size)]) + if self.policy.use_vis_obs > 0: + for i in range(len(self.policy.model.visual_in)): + policy_obs = mini_batch_policy['visual_obs%d' % i] + if self.policy.sequence_length > 1 and self.policy.use_recurrent: + (_batch, _seq, _w, _h, _c) = policy_obs.shape + feed_dict[self.policy.model.visual_in[i]] = policy_obs.reshape([-1, _w, _h, _c]) + else: + feed_dict[self.policy.model.visual_in[i]] = policy_obs + + demo_obs = mini_batch_demo['visual_obs%d' % i] + if self.policy.sequence_length > 1 and self.policy.use_recurrent: + (_batch, _seq, _w, _h, _c) = demo_obs.shape + feed_dict[self.model.expert_visual_in[i]] = demo_obs.reshape( + [-1, _w, _h, _c]) + else: + feed_dict[self.model.expert_visual_in[i]] = demo_obs if self.policy.use_vec_obs: feed_dict[self.policy.model.vector_in] = mini_batch_policy['vector_obs'].reshape( [-1, self.policy.vec_obs_size]) From 13542b49fca6dd637aef918fd3331e5932533a25 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Thu, 1 Nov 2018 16:01:20 -0700 Subject: [PATCH 030/251] Include demo files --- config/trainer_config.yaml | 16 ++++++++++++---- demos/GridDemo.demo | Bin 0 -> 821404 bytes demos/PyramidTime.demo | Bin 0 -> 551890 bytes 3 files changed, 12 insertions(+), 4 deletions(-) create mode 100644 demos/GridDemo.demo create mode 100644 demos/PyramidTime.demo diff --git a/config/trainer_config.yaml b/config/trainer_config.yaml index fbb21382ad..d9179b1ac4 100644 --- a/config/trainer_config.yaml +++ b/config/trainer_config.yaml @@ -30,7 +30,8 @@ default: BananaLearning: normalize: false use_gail: false - use_entropy: false + use_entropy: true + entropy_strength: 0.005 extrinsic_strength: 1.0 beta: 0.0 batch_size: 256 @@ -132,10 +133,12 @@ PyramidsLearning: num_epoch: 3 sequence_length: 32 use_gail: true - use_entropy: true - extrinsic_strength: 1.0 + use_entropy: false + extrinsic_strength: 0.0 use_recurrent: false demo_path: ./demos/PyramidTime.demo + entropy_strength: 0.0005 + gail_strength: 0.003 VisualPyramidsLearning: use_curiosity: true @@ -235,7 +238,9 @@ HallwayLearning: num_layers: 2 hidden_units: 128 memory_size: 256 - beta: 1.0e-2 + beta: 0.0 + use_entropy: true + entropy_strength: 0.01 gamma: 0.99 num_epoch: 3 buffer_size: 1024 @@ -285,6 +290,9 @@ GridWorldLearning: max_steps: 5.0e5 summary_freq: 2000 time_horizon: 5 + demo_path: ./demos/GridDemo.demo + use_gail: true + extrinsic_strength: 0.0 BasicLearning: batch_size: 32 diff --git a/demos/GridDemo.demo b/demos/GridDemo.demo new file mode 100644 index 0000000000000000000000000000000000000000..65f37610fdb4ee952b02b995ec7b2c077f250b47 GIT binary patch literal 821404 zcma&ObC4#_w)fk%r)^Bzwr$(Cr)}G|ZA{xXrl)PY`+3^#``dBOiF@w85%0S*qN;LL zR{c>C73-7hn`Htgn7O?p_BJ?i0x12SjlCeq|1@G0P+U+*QV19|6g3(U z9@Kw5tLf-sXC`NE?BZbUV7Y>bHjEghq#%h1hYR=5TZqz9Vk-Y!)&6zBfc7hA|K zucLiR#rvg4M#UthYj#%2!etil?Dc02Q4y!MBa(#$!GfxEv;UpcHyP=@yPY$K9_TS3 zsh8#_HI-?;wX54``t`Zl&N&@r_@cW{PDRWl+Dh936XVsML+=|4f4bX$5B9L7b-jAC zPlnAg$f^XBR_ijWX8k^F$5KHPLf7+t;DJZ}LeFi2_pm+O&vdWx*_t6P!YhP{CY|+EwO1rFW~Ar~&z15M$af=v^~w3= z#3(e6!!5VDpJ$S?csZW+w%ImP<*|A!!DAyc$Q&Sqq>~0nbloZtjHPnZvq-T{>I%3u z_ih`X7o@8S^>{m?n8>=P)&tc|#L`R9=F#g*IGQ${=eq=G69;_b?dO%|r^8;I__?NC 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zvMv2TOEv#=EV1s>Xp=EA&GL_4ighw#Q}cc5;PqCkzwKimH>mMR?u-9lY_!Q3nP&N{ zo#I)FZ^RqItMz9Z`7QLnOX6HGKlxI$fcU1RZIJ)nVEX@k95Yk0&oa#t4X)*~;BaVV;exf^s)|LY@*%wKq9(d<7~#}huq z2@{PM)gL=bIFhhh$6jA}glx5rKi41s*G9;Xy}iRk!?|0><^GSy#}6#t>HXKo6`!l) z&KB?V{%ig5rZC@sRLB4I`@An*$6vZX{?aoRU%HORec2g{&Yr`!nwqcpzwVD8{*U*^ z|Mfcl(&LJ#Iu@fKn=Pu2|JyUjQFRu_4(tdafQCU=vP!7Qzo>1R2|#C=t`le`#i1AqQ(_b;|hJx zqy38NkM&uJ>W`!PV^I-N^A-Qw>o)(dS0G1?E3|$yYFrUDuFzjWwO>)=3Vl|h#uZWH z3Q-YJ4 literal 0 HcmV?d00001 From ae7a8b07bd14b2c327572f66f78f90b8314d51c1 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Thu, 1 Nov 2018 16:24:59 -0700 Subject: [PATCH 031/251] Fix for RNN w/ GAIL --- ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py index 9a2f4c2df3..be8820caa0 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py @@ -12,7 +12,7 @@ def __init__(self, policy, h_size, lr, demo_path, signal_strength): self.strength = signal_strength self.stat_name = 'Policy/GAIL Reward' self.model = GAILModel(policy.model, h_size, lr, 64) - _, self.demonstration_buffer = demo_to_buffer(demo_path, 1) + _, self.demonstration_buffer = demo_to_buffer(demo_path, policy.sequence_length) def evaluate(self, current_info, next_info): if len(current_info.agents) == 0: From bf89082809b3ec61d5523fb71fa981207e8d6959 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Thu, 1 Nov 2018 17:31:10 -0700 Subject: [PATCH 032/251] Keep track of reward streams separately --- ml-agents/mlagents/trainers/ppo/trainer.py | 42 +++++++++++----------- 1 file changed, 21 insertions(+), 21 deletions(-) diff --git a/ml-agents/mlagents/trainers/ppo/trainer.py b/ml-agents/mlagents/trainers/ppo/trainer.py index b557323916..a6b8c88eeb 100644 --- a/ml-agents/mlagents/trainers/ppo/trainer.py +++ b/ml-agents/mlagents/trainers/ppo/trainer.py @@ -233,9 +233,9 @@ def add_experiences( else: curr_to_use = curr_info - tmp_rewards_list = [] + tmp_rewards_dict = {} for name, signal in self.policy.reward_signals.items(): - tmp_rewards_list.append(signal.evaluate(curr_to_use, next_info)) + tmp_rewards_dict[name] = signal.evaluate(curr_to_use, next_info) for agent_id in next_info.agents: stored_info = self.training_buffer[agent_id].last_brain_info @@ -289,14 +289,10 @@ def add_experiences( self.training_buffer[agent_id]['masks'].append(1.0) self.training_buffer[agent_id]['done'].append(next_info.local_done[idx]) - agent_rewards = None - for (scaled_reward, reward) in tmp_rewards_list: - if agent_rewards is None: - agent_rewards = scaled_reward[next_idx] - else: - agent_rewards += scaled_reward[next_idx] + for name, reward in tmp_rewards_dict.items(): + self.training_buffer[agent_id]['{}_rewards'.format(name)].append( + tmp_rewards_dict[name][0][next_idx]) - self.training_buffer[agent_id]['rewards'].append(agent_rewards) self.training_buffer[agent_id]['action_probs'].append(a_dist[idx]) self.training_buffer[agent_id]['value_estimates'].append(value[idx][0]) @@ -307,7 +303,7 @@ def add_experiences( unscaled = 1 else: unscaled = 0 - rewards[agent_id] += tmp_rewards_list[idx][unscaled][next_idx] + rewards[agent_id] += tmp_rewards_dict[name][unscaled][next_idx] if not next_info.local_done[next_idx]: if agent_id not in self.episode_steps: @@ -344,21 +340,25 @@ def process_experiences(self, current_info: AllBrainInfo, new_info: AllBrainInfo idx = l value_next = self.policy.get_value_estimate(bootstrapping_info, idx) - self.training_buffer[agent_id]["advantages"].set( - get_gae( - rewards=self.training_buffer[agent_id]["rewards"].get_batch(), + tmp_advantages = [] + for name in self.policy.reward_signals.keys(): + local_advantage = get_gae( + rewards=self.training_buffer[agent_id]['{}_rewards'.format(name)].get_batch(), value_estimates=self.training_buffer[agent_id][ "value_estimates" ].get_batch(), value_next=value_next, - gamma=self.trainer_parameters["gamma"], - lambd=self.trainer_parameters["lambd"], - ) - ) - self.training_buffer[agent_id]["discounted_returns"].set( - self.training_buffer[agent_id]["advantages"].get_batch() - + self.training_buffer[agent_id]["value_estimates"].get_batch() - ) + gamma=self.trainer_parameters['gamma'], + lambd=self.trainer_parameters['lambd']) + self.training_buffer[agent_id]['{}_advantages'.format(name)].set( + local_advantage) + tmp_advantages.append(local_advantage) + + global_advantages = list(np.mean(np.array(tmp_advantages), axis=0)) + self.training_buffer[agent_id]['advantages'].set(global_advantages) + self.training_buffer[agent_id]['discounted_returns'].set( + self.training_buffer[agent_id]['advantages'].get_batch() + + self.training_buffer[agent_id]['value_estimates'].get_batch()) self.training_buffer.append_update_buffer( agent_id, From 360482b6cd58e1050a0f2b4e76e379f6e6ec5777 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Thu, 1 Nov 2018 17:58:46 -0700 Subject: [PATCH 033/251] Bootstrap value estimates separately --- ml-agents/mlagents/trainers/ppo/trainer.py | 29 ++++++++++++---------- 1 file changed, 16 insertions(+), 13 deletions(-) diff --git a/ml-agents/mlagents/trainers/ppo/trainer.py b/ml-agents/mlagents/trainers/ppo/trainer.py index a6b8c88eeb..1e7408025a 100644 --- a/ml-agents/mlagents/trainers/ppo/trainer.py +++ b/ml-agents/mlagents/trainers/ppo/trainer.py @@ -318,7 +318,8 @@ def process_experiences(self, current_info: AllBrainInfo, new_info: AllBrainInfo :param current_info: Dictionary of all current brains and corresponding BrainInfo. :param new_info: Dictionary of all next brains and corresponding BrainInfo. """ - self.trainer_metrics.start_experience_collection_timer() + + # TODO: Use separate value streams for value bootstrapping info = new_info[self.brain_name] for l in range(len(info.agents)): agent_actions = self.training_buffer[info.agents[l]]["actions"] @@ -327,27 +328,29 @@ def process_experiences(self, current_info: AllBrainInfo, new_info: AllBrainInfo or len(agent_actions) > self.trainer_parameters["time_horizon"] ) and len(agent_actions) > 0: agent_id = info.agents[l] + if info.max_reached[l]: + bootstrapping_info = self.training_buffer[agent_id].last_brain_info + idx = bootstrapping_info.agents.index(agent_id) + else: + bootstrapping_info = info + idx = l + value_next_bootstrap = self.policy.get_value_estimate(bootstrapping_info, idx) if info.local_done[l] and not info.max_reached[l]: value_next = 0.0 else: - if info.max_reached[l]: - bootstrapping_info = self.training_buffer[ - agent_id - ].last_brain_info - idx = bootstrapping_info.agents.index(agent_id) - else: - bootstrapping_info = info - idx = l - value_next = self.policy.get_value_estimate(bootstrapping_info, idx) + value_next = value_next_bootstrap tmp_advantages = [] for name in self.policy.reward_signals.keys(): + if name == 'extrinsic': + bootstrap_value = value_next + else: + bootstrap_value = value_next_bootstrap local_advantage = get_gae( rewards=self.training_buffer[agent_id]['{}_rewards'.format(name)].get_batch(), value_estimates=self.training_buffer[agent_id][ - "value_estimates" - ].get_batch(), - value_next=value_next, + 'value_estimates'].get_batch(), + value_next=bootstrap_value, gamma=self.trainer_parameters['gamma'], lambd=self.trainer_parameters['lambd']) self.training_buffer[agent_id]['{}_advantages'.format(name)].set( From c78639dc8d24552357e5745d8fd942f618ccfc5a Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Wed, 14 Nov 2018 09:46:11 -0800 Subject: [PATCH 034/251] Add value head --- ml-agents/mlagents/trainers/models.py | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/ml-agents/mlagents/trainers/models.py b/ml-agents/mlagents/trainers/models.py index b99562b36a..397a92cf2c 100644 --- a/ml-agents/mlagents/trainers/models.py +++ b/ml-agents/mlagents/trainers/models.py @@ -339,6 +339,13 @@ def create_recurrent_encoder(input_state, memory_in, sequence_length, name="lstm recurrent_output = tf.reshape(recurrent_output, shape=[-1, half_point]) return recurrent_output, tf.concat([lstm_state_out.c, lstm_state_out.h], axis=1) + def create_value_heads(self, stream_names, hidden_input): + self.value_heads = [] + for name in stream_names: + value = tf.layers.dense(hidden_input, 1, name='{}_value'.format(name)) + self.value_heads.append(value) + self.value = tf.mean(self.value_heads, 1) + def create_cc_actor_critic(self, h_size, num_layers): """ Creates Continuous control actor-critic model. From 3b2485dff3548339c49133caca162195ac820a24 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Wed, 14 Nov 2018 17:32:36 -0800 Subject: [PATCH 035/251] Use sepaprate value streams for each reward --- config/trainer_config.yaml | 2 +- ml-agents/mlagents/trainers/models.py | 15 ++-- ml-agents/mlagents/trainers/ppo/models.py | 85 ++++++++----------- ml-agents/mlagents/trainers/ppo/policy.py | 39 +++++---- .../ppo/reward_signals/curiosity/signal.py | 1 + .../ppo/reward_signals/entropy/signal.py | 1 + .../ppo/reward_signals/extrinsic/signal.py | 3 +- .../ppo/reward_signals/gail/signal.py | 1 + ml-agents/mlagents/trainers/ppo/trainer.py | 65 +++++++++++--- 9 files changed, 121 insertions(+), 91 deletions(-) diff --git a/config/trainer_config.yaml b/config/trainer_config.yaml index d9179b1ac4..9f781ac421 100644 --- a/config/trainer_config.yaml +++ b/config/trainer_config.yaml @@ -134,7 +134,7 @@ PyramidsLearning: sequence_length: 32 use_gail: true use_entropy: false - extrinsic_strength: 0.0 + extrinsic_strength: 1.0 use_recurrent: false demo_path: ./demos/PyramidTime.demo entropy_strength: 0.0005 diff --git a/ml-agents/mlagents/trainers/models.py b/ml-agents/mlagents/trainers/models.py index 397a92cf2c..7a9cb4cc75 100644 --- a/ml-agents/mlagents/trainers/models.py +++ b/ml-agents/mlagents/trainers/models.py @@ -10,7 +10,7 @@ class LearningModel(object): _version_number_ = 2 - def __init__(self, m_size, normalize, use_recurrent, brain, seed): + def __init__(self, m_size, normalize, use_recurrent, brain, seed, stream_names): tf.set_random_seed(seed) self.brain = brain self.vector_in = None @@ -22,6 +22,7 @@ def __init__(self, m_size, normalize, use_recurrent, brain, seed): ) self.mask_input = tf.placeholder(shape=[None], dtype=tf.float32, name="masks") self.mask = tf.cast(self.mask_input, tf.int32) + self.stream_names = stream_names self.use_recurrent = use_recurrent if self.use_recurrent: self.m_size = m_size @@ -340,11 +341,11 @@ def create_recurrent_encoder(input_state, memory_in, sequence_length, name="lstm return recurrent_output, tf.concat([lstm_state_out.c, lstm_state_out.h], axis=1) def create_value_heads(self, stream_names, hidden_input): - self.value_heads = [] + self.value_heads = {} for name in stream_names: value = tf.layers.dense(hidden_input, 1, name='{}_value'.format(name)) - self.value_heads.append(value) - self.value = tf.mean(self.value_heads, 1) + self.value_heads[name] = value + self.value = tf.reduce_mean(list(self.value_heads.values()), 0) def create_cc_actor_critic(self, h_size, num_layers): """ @@ -415,8 +416,7 @@ def create_cc_actor_critic(self, h_size, num_layers): self.entropy = 0.5 * tf.reduce_mean(tf.log(2 * np.pi * np.e) + log_sigma_sq) - value = tf.layers.dense(hidden_value, 1, activation=None) - self.value = tf.identity(value, name="value_estimate") + self.create_value_heads(self.stream_names, hidden_value) self.all_old_log_probs = tf.placeholder( shape=[None, self.act_size[0]], dtype=tf.float32, name="old_probabilities" @@ -488,8 +488,7 @@ def create_dc_actor_critic(self, h_size, num_layers): self.output = tf.identity(output) self.normalized_logits = tf.identity(normalized_logits, name="action") - value = tf.layers.dense(hidden, 1, activation=None) - self.value = tf.identity(value, name="value_estimate") + self.create_value_heads(self.stream_names, hidden) self.action_holder = tf.placeholder( shape=[None, len(policy_branches)], dtype=tf.int32, name="action_holder" diff --git a/ml-agents/mlagents/trainers/ppo/models.py b/ml-agents/mlagents/trainers/ppo/models.py index a48a29604b..3e4a686fd8 100644 --- a/ml-agents/mlagents/trainers/ppo/models.py +++ b/ml-agents/mlagents/trainers/ppo/models.py @@ -8,21 +8,9 @@ class PPOModel(LearningModel): - def __init__( - self, - brain, - lr=1e-4, - h_size=128, - epsilon=0.2, - beta=1e-3, - max_step=5e6, - normalize=False, - use_recurrent=False, - num_layers=2, - m_size=None, - use_curiosity=False, - seed=0, - ): + def __init__(self, brain, lr=1e-4, h_size=128, epsilon=0.2, beta=1e-3, max_step=5e6, + normalize=False, use_recurrent=False, num_layers=2, m_size=None, + use_curiosity=False, seed=0, stream_names=[]): """ Takes a Unity environment and model-specific hyper-parameters and returns the appropriate PPO agent model for the environment. @@ -38,7 +26,7 @@ def __init__( :param num_layers Number of hidden layers between encoded input and policy & value layers :param m_size: Size of brain memory. """ - LearningModel.__init__(self, m_size, normalize, use_recurrent, brain, seed) + LearningModel.__init__(self, m_size, normalize, use_recurrent, brain, seed, stream_names) self.use_curiosity = use_curiosity if num_layers < 1: num_layers = 1 @@ -50,8 +38,8 @@ def __init__( self.entropy = tf.ones_like(tf.reshape(self.value, [-1])) * self.entropy else: self.create_dc_actor_critic(h_size, num_layers) - self.create_losses(self.log_probs, self.old_log_probs, self.value, - self.entropy, beta, epsilon, lr, max_step) + self.create_losses(self.log_probs, self.old_log_probs, self.value_heads, + self.entropy, beta, epsilon, lr, max_step, stream_names) @staticmethod def create_reward_encoder(): @@ -63,7 +51,8 @@ def create_reward_encoder(): update_reward = tf.assign(last_reward, new_reward) return last_reward, new_reward, update_reward - def create_losses(self, probs, old_probs, value, entropy, beta, epsilon, lr, max_step): + def create_losses(self, probs, old_probs, value_streams, entropy, beta, epsilon, lr, max_step, + stream_names): """ Creates training-specific Tensorflow ops for PPO models. :param probs: Current policy probabilities @@ -75,39 +64,35 @@ def create_losses(self, probs, old_probs, value, entropy, beta, epsilon, lr, max :param lr: Learning rate :param max_step: Total number of training steps. """ - self.returns_holder = tf.placeholder( - shape=[None], dtype=tf.float32, name="discounted_rewards" - ) - self.advantage = tf.placeholder( - shape=[None, 1], dtype=tf.float32, name="advantages" - ) - self.learning_rate = tf.train.polynomial_decay( - lr, self.global_step, max_step, 1e-10, power=1.0 - ) - - self.old_value = tf.placeholder( - shape=[None], dtype=tf.float32, name="old_value_estimates" - ) - - decay_epsilon = tf.train.polynomial_decay( - epsilon, self.global_step, max_step, 0.1, power=1.0 - ) - decay_beta = tf.train.polynomial_decay( - beta, self.global_step, max_step, 1e-5, power=1.0 - ) - optimizer = tf.train.AdamOptimizer(learning_rate=self.learning_rate) + self.returns_holders = [] + self.old_values = [] + for i in range(len(value_streams)): + returns_holder = tf.placeholder(shape=[None], dtype=tf.float32, + name='{}_returns'.format(stream_names[i])) + old_value = tf.placeholder(shape=[None], dtype=tf.float32, + name='{}_value_estimate'.format(stream_names[i])) + self.returns_holders.append(returns_holder) + self.old_values.append(old_value) + self.advantage = tf.placeholder(shape=[None, 1], dtype=tf.float32, name='advantages') + self.learning_rate = tf.train.polynomial_decay(lr, self.global_step, max_step, 1e-10, + power=1.0) - clipped_value_estimate = self.old_value + tf.clip_by_value( - tf.reduce_sum(value, axis=1) - self.old_value, -decay_epsilon, decay_epsilon - ) + decay_epsilon = tf.train.polynomial_decay(epsilon, self.global_step, max_step, 0.1, + power=1.0) + decay_beta = tf.train.polynomial_decay(beta, self.global_step, max_step, 1e-5, power=1.0) - v_opt_a = tf.squared_difference( - self.returns_holder, tf.reduce_sum(value, axis=1) - ) - v_opt_b = tf.squared_difference(self.returns_holder, clipped_value_estimate) - self.value_loss = tf.reduce_mean( - tf.dynamic_partition(tf.maximum(v_opt_a, v_opt_b), self.mask, 2)[1] - ) + value_losses = [] + for i, name in enumerate(stream_names): + clipped_value_estimate = self.old_values[i] + tf.clip_by_value( + tf.reduce_sum(value_streams[name], axis=1) - self.old_values[i], + - decay_epsilon, decay_epsilon) + v_opt_a = tf.squared_difference(self.returns_holders[i], + tf.reduce_sum(value_streams[name], axis=1)) + v_opt_b = tf.squared_difference(self.returns_holders[i], clipped_value_estimate) + value_loss = tf.reduce_mean( + tf.dynamic_partition(tf.maximum(v_opt_a, v_opt_b), self.mask, 2)[1]) + value_losses.append(value_loss) + self.value_loss = tf.reduce_mean(value_losses) r_theta = tf.exp(probs - old_probs) p_opt_a = r_theta * self.advantage diff --git a/ml-agents/mlagents/trainers/ppo/policy.py b/ml-agents/mlagents/trainers/ppo/policy.py index 8e9e7faad5..1d369f56d6 100644 --- a/ml-agents/mlagents/trainers/ppo/policy.py +++ b/ml-agents/mlagents/trainers/ppo/policy.py @@ -27,7 +27,15 @@ def __init__(self, seed, brain, trainer_params, is_training, load): self.use_curiosity = bool(trainer_params['use_curiosity']) self.use_gail = bool(trainer_params['use_gail']) self.use_entropy = bool(trainer_params['use_entropy']) - self.reward_signals = {} + self.reward_signals = {'extrinsic': ExtrinsicSignal( + float(trainer_params['extrinsic_strength']))} + + if self.use_curiosity: + self.reward_signals['curiosity'] = None + if self.use_gail: + self.reward_signals['gail'] = None + if self.use_entropy: + self.reward_signals['entropy'] = None with self.graph.as_default(): self.model = PPOModel(brain, @@ -41,12 +49,10 @@ def __init__(self, seed, brain, trainer_params, is_training, load): num_layers=int(trainer_params['num_layers']), m_size=self.m_size, use_curiosity=bool(trainer_params['use_curiosity']), - seed=seed) + seed=seed, + stream_names=list(self.reward_signals.keys())) self.model.create_ppo_optimizer() - self.reward_signals['extrinsic'] = ExtrinsicSignal( - float(trainer_params['extrinsic_strength'])) - if self.use_curiosity: strength = float(trainer_params['curiosity_strength']) encoding_size = float(trainer_params['curiosity_enc_size']) @@ -126,17 +132,16 @@ def update(self, mini_batch, num_sequences): :param mini_batch: Experience batch. :return: Output from update process. """ - feed_dict = { - self.model.batch_size: num_sequences, - self.model.sequence_length: self.sequence_length, - self.model.mask_input: mini_batch["masks"].flatten(), - self.model.returns_holder: mini_batch["discounted_returns"].flatten(), - self.model.old_value: mini_batch["value_estimates"].flatten(), - self.model.advantage: mini_batch["advantages"].reshape([-1, 1]), - self.model.all_old_log_probs: mini_batch["action_probs"].reshape( - [-1, sum(self.model.act_size)] - ), - } + feed_dict = {self.model.batch_size: num_sequences, + self.model.sequence_length: self.sequence_length, + self.model.mask_input: mini_batch['masks'].flatten(), + self.model.advantage: mini_batch['advantages'].reshape([-1, 1]), + self.model.all_old_log_probs: mini_batch['action_probs'].reshape( + [-1, sum(self.model.act_size)])} + for i, name in enumerate(self.reward_signals.keys()): + feed_dict[self.model.returns_holders[i]] = mini_batch['{}_returns'.format(name)].flatten() + feed_dict[self.model.old_values[i]] = mini_batch['{}_value_estimates'.format(name)].flatten() + if self.use_continuous_act: feed_dict[self.model.output_pre] = mini_batch["actions_pre"].reshape( [-1, self.model.act_size[0]] @@ -173,7 +178,7 @@ def update(self, mini_batch, num_sequences): run_out = self._execute_model(feed_dict, self.update_dict) return run_out - def get_value_estimate(self, brain_info, idx): + def get_value_estimates(self, brain_info, idx): """ Generates value estimates for bootstrapping. :param brain_info: BrainInfo to be used for bootstrapping. diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py index ac18c0bb29..879c0cf4c5 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/curiosity/signal.py @@ -8,6 +8,7 @@ def __init__(self, policy, encoding_size, strength): self.policy = policy self.strength = strength self.stat_name = 'Policy/Curiosity Reward' + self.value_name = 'Policy/Curiosity Value Estimate' self.model = CuriosityModel(policy.model, encoding_size=encoding_size) self.update_dict = {'forward_loss': self.model.forward_loss, 'inverse_loss': self.model.inverse_loss, diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/entropy/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/entropy/signal.py index b3e5953813..8cb9bb90a1 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/entropy/signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/entropy/signal.py @@ -6,6 +6,7 @@ def __init__(self, policy, signal_strength): self.policy = policy self.strength = signal_strength self.stat_name = 'Policy/Entropy Reward' + self.value_name = 'Policy/Entropy Value Estimate' def evaluate(self, current_info, next_info): run_out = self.policy.evaluate(current_info) diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/signal.py index 956f718146..9c70532859 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/extrinsic/signal.py @@ -5,7 +5,8 @@ class ExtrinsicSignal(RewardSignal): def __init__(self, signal_strength): - self.stat_name = 'Environment/Cumulative Reward' + self.stat_name = 'Environment/Extrinsic Reward' + self.value_name = 'Policy/Extrinsic Value Estimate' self.strength = signal_strength def evaluate(self, current_info, next_info): diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py index be8820caa0..ff933a6d44 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/signal.py @@ -11,6 +11,7 @@ def __init__(self, policy, h_size, lr, demo_path, signal_strength): self.policy = policy self.strength = signal_strength self.stat_name = 'Policy/GAIL Reward' + self.value_name = 'Policy/GAIL Value Estimate' self.model = GAILModel(policy.model, h_size, lr, 64) _, self.demonstration_buffer = demo_to_buffer(demo_path, policy.sequence_length) diff --git a/ml-agents/mlagents/trainers/ppo/trainer.py b/ml-agents/mlagents/trainers/ppo/trainer.py index 1e7408025a..f02e68041c 100644 --- a/ml-agents/mlagents/trainers/ppo/trainer.py +++ b/ml-agents/mlagents/trainers/ppo/trainer.py @@ -64,13 +64,16 @@ def __init__( stats['Losses/Forward Loss'] = [] stats['Losses/Inverse Loss'] = [] stats['Policy/Curiosity Reward'] = [] + stats['Policy/Curiosity Value Estimate'] = [] self.collected_rewards['curiosity'] = {} if self.use_gail: stats['Losses/GAIL Loss'] = [] stats['Policy/GAIL Reward'] = [] + stats['Policy/GAIL Value Estimate'] = [] self.collected_rewards['gail'] = {} if self.use_entropy: stats['Policy/Entropy Reward'] = [] + stats['Policy/Entropy Value Estimate'] = [] self.collected_rewards['entropy'] = {} self.stats = stats @@ -127,12 +130,36 @@ def increment_step_and_update_last_reward(self): """ Increment the step count of the trainer and Updates the last reward """ - if len(self.stats["Environment/Cumulative Reward"]) > 0: - mean_reward = np.mean(self.stats["Environment/Cumulative Reward"]) + if len(self.stats['Environment/Extrinsic Reward']) > 0: + mean_reward = np.mean(self.stats['Environment/Extrinsic Reward']) self.policy.update_reward(mean_reward) self.policy.increment_step() self.step = self.policy.get_current_step() + def take_action(self, all_brain_info: AllBrainInfo): + """ + Decides actions given observations information, and takes them in environment. + :param all_brain_info: A dictionary of brain names and BrainInfo from environment. + :return: a tuple containing action, memories, values and an object + to be passed to add experiences + """ + curr_brain_info = all_brain_info[self.brain_name] + if len(curr_brain_info.agents) == 0: + return [], [], [], None, None + + run_out = self.policy.evaluate(curr_brain_info) + + for name, signal in self.policy.reward_signals.items(): + self.stats[signal.value_name].append(np.mean(run_out['value'][name])) + self.stats['Policy/Entropy'].append(run_out['entropy'].mean()) + self.stats['Policy/Learning Rate'].append(run_out['learning_rate']) + mean_values = np.mean(np.array(list(run_out['value'].values())), axis=0).flatten() + if self.policy.use_recurrent: + return run_out['action'], run_out['memory_out'], None, \ + mean_values, run_out + else: + return run_out['action'], None, None, mean_values, run_out + def construct_curr_info(self, next_info: BrainInfo) -> BrainInfo: """ Constructs a BrainInfo which contains the most recent previous experiences for all agents @@ -292,9 +319,10 @@ def add_experiences( for name, reward in tmp_rewards_dict.items(): self.training_buffer[agent_id]['{}_rewards'.format(name)].append( tmp_rewards_dict[name][0][next_idx]) + self.training_buffer[agent_id]['{}_value_estimates'.format(name)]\ + .append(value[name][idx][0]) self.training_buffer[agent_id]['action_probs'].append(a_dist[idx]) - self.training_buffer[agent_id]['value_estimates'].append(value[idx][0]) for idx, (name, rewards) in enumerate(self.collected_rewards.items()): if agent_id not in rewards: @@ -334,34 +362,43 @@ def process_experiences(self, current_info: AllBrainInfo, new_info: AllBrainInfo else: bootstrapping_info = info idx = l - value_next_bootstrap = self.policy.get_value_estimate(bootstrapping_info, idx) + value_next_bootstrap = self.policy.get_value_estimates(bootstrapping_info, idx) if info.local_done[l] and not info.max_reached[l]: value_next = 0.0 else: value_next = value_next_bootstrap tmp_advantages = [] - for name in self.policy.reward_signals.keys(): + tmp_returns = [] + for idx, name in enumerate(self.policy.reward_signals.keys()): if name == 'extrinsic': bootstrap_value = value_next + if isinstance(bootstrap_value, dict): + bootstrap_value = bootstrap_value[name] else: - bootstrap_value = value_next_bootstrap + bootstrap_value = value_next_bootstrap[name] + + local_rewards = self.training_buffer[agent_id][ + '{}_rewards'.format(name)].get_batch() + local_value_estimates = self.training_buffer[agent_id][ + '{}_value_estimates'.format(name)].get_batch() local_advantage = get_gae( - rewards=self.training_buffer[agent_id]['{}_rewards'.format(name)].get_batch(), - value_estimates=self.training_buffer[agent_id][ - 'value_estimates'].get_batch(), + rewards=local_rewards, + value_estimates=local_value_estimates, value_next=bootstrap_value, gamma=self.trainer_parameters['gamma'], lambd=self.trainer_parameters['lambd']) - self.training_buffer[agent_id]['{}_advantages'.format(name)].set( - local_advantage) + local_return = local_advantage + self.training_buffer[agent_id][ + '{}_value_estimates'.format(name)].get_batch() + self.training_buffer[agent_id]['{}_returns'.format(name)].set(local_return) + self.training_buffer[agent_id]['{}_advantage'.format(name)].set(local_advantage) tmp_advantages.append(local_advantage) + tmp_returns.append(local_return) global_advantages = list(np.mean(np.array(tmp_advantages), axis=0)) + global_returns = list(np.mean(np.array(tmp_returns), axis=0)) self.training_buffer[agent_id]['advantages'].set(global_advantages) - self.training_buffer[agent_id]['discounted_returns'].set( - self.training_buffer[agent_id]['advantages'].get_batch() - + self.training_buffer[agent_id]['value_estimates'].get_batch()) + self.training_buffer[agent_id]['discounted_returns'].set(global_returns) self.training_buffer.append_update_buffer( agent_id, From 40bc9ba3547079aa1bc8303479af66eb9959d038 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Thu, 15 Nov 2018 15:21:01 -0800 Subject: [PATCH 036/251] Add VAIL --- config/trainer_config.yaml | 5 ++- demos/CrawlerDemo.demo | Bin 0 -> 642034 bytes .../trainers/ppo/reward_signals/gail/model.py | 36 ++++++++++++++++-- ml-agents/mlagents/trainers/ppo/trainer.py | 2 +- 4 files changed, 38 insertions(+), 5 deletions(-) create mode 100644 demos/CrawlerDemo.demo diff --git a/config/trainer_config.yaml b/config/trainer_config.yaml index 9f781ac421..ef53285792 100644 --- a/config/trainer_config.yaml +++ b/config/trainer_config.yaml @@ -134,7 +134,7 @@ PyramidsLearning: sequence_length: 32 use_gail: true use_entropy: false - extrinsic_strength: 1.0 + extrinsic_strength: 0.0 use_recurrent: false demo_path: ./demos/PyramidTime.demo entropy_strength: 0.0005 @@ -182,6 +182,9 @@ TennisLearning: CrawlerStaticLearning: normalize: true + use_gail: true + extrinsic_strength: 0.0 + demo_path: ./demos/CrawlerDemo.demo num_epoch: 3 time_horizon: 1000 batch_size: 2024 diff --git a/demos/CrawlerDemo.demo b/demos/CrawlerDemo.demo new file mode 100644 index 0000000000000000000000000000000000000000..341f0dd50bfca44a0474bc2c7e4ea0d59245a357 GIT binary patch literal 642034 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zq~M5QA9Og?346e*lJz~>oPav^@-tAY9Nxg>8OM^cf9|CFWgF=yX6I2y4x&#DO(c`2 z&cl(NGw@KFkgLaHvE`+F6vt=hC=0Svse+Xit|&XJ9-o_SNB4EOp}g(P0w?+u^hBG( ztWN;we+M~UO>go(-rkxHq+>oF8HbEPRZr(rQFoGPz1LZUl}dyQ-HNH+7y{Oh`RG6G zu$aW*#XFdi4-?1Js%kk5stlxCB(qTZ>LqyJeSPQ})=qS#GFSH$8^RO!=5q8IJ8yBg zhVAdsi$+bl-6RXEcbvuR_G==$i#BMH^eprp{|>mQ&vW#A>zHe4H)u1eb}(!Zq&Tz4 zOe|FX)ZMAq8jsSp#@)&ngu|uLFr|PW@OcK?SsMJ4w21(dKUaG-=YRmKRTS=@1~05O uB5suXg4XhSccMdF_P?s8t7$TJUU=Y+Ey3Z^;H}#%5_GM#rs>Tnll}+vnK7~e literal 0 HcmV?d00001 diff --git a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py index e858110061..f7a12bc345 100644 --- a/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py +++ b/ml-agents/mlagents/trainers/ppo/reward_signals/gail/model.py @@ -5,8 +5,12 @@ class GAILModel(object): def __init__(self, policy_model, h_size, lr, encoding_size): self.h_size = h_size + self.z_size = 32 + self.beta = 0.1 self.policy_model = policy_model self.encoding_size = encoding_size + self.use_vail = True + self.use_actions = False self.make_inputs() self.create_network() self.create_loss(lr) @@ -75,7 +79,10 @@ def make_inputs(self): def create_encoder(self, state_in, action_in, done_in, reuse): with tf.variable_scope("model"): - concat_input = tf.concat([state_in, action_in, done_in], axis=1) + if self.use_actions: + concat_input = tf.concat([state_in, action_in, done_in], axis=1) + else: + concat_input = state_in hidden_1 = tf.layers.dense( concat_input, self.h_size, activation=tf.nn.elu, @@ -85,7 +92,21 @@ def create_encoder(self, state_in, action_in, done_in, reuse): hidden_1, self.h_size, activation=tf.nn.elu, name="d_hidden_2", reuse=reuse) - estimate = tf.layers.dense(hidden_2, 1, activation=tf.nn.sigmoid, + if self.use_vail: + # Latent representation + self.z_mean = tf.layers.dense(hidden_2, self.z_size, reuse=reuse) + self.z_log_sigma_sq = tf.layers.dense(hidden_2, self.z_size, reuse=reuse) + self.z_sigma_sq = tf.exp(self.z_log_sigma_sq) + self.z_sigma = tf.sqrt(self.z_sigma_sq) + self.noise = tf.random_normal(shape=[self.z_size]) + + # Sampled latent code + self.z = self.z_mean + self.z_sigma * self.noise + estimate_input = self.z + else: + estimate_input = hidden_2 + + estimate = tf.layers.dense(estimate_input, 1, activation=tf.nn.sigmoid, name="d_estimate", reuse=reuse) return estimate @@ -100,7 +121,16 @@ def create_network(self): def create_loss(self, learning_rate): self.mean_expert_estimate = tf.reduce_mean(self.expert_estimate) self.mean_policy_estimate = tf.reduce_mean(self.policy_estimate) - self.loss = -tf.reduce_mean( + + self.disc_loss = -tf.reduce_mean( tf.log(self.expert_estimate + 1e-10) + tf.log(1.0 - self.policy_estimate + 1e-10)) + + if self.use_vail: + # KL divergence loss (encourage latent representation to be normal) + self.kl_loss = -0.5 * tf.reduce_sum( + 1 + self.z_log_sigma_sq - tf.square(self.z_mean) - tf.exp(self.z_log_sigma_sq), 1) + self.loss = self.beta * self.kl_loss + self.disc_loss + else: + self.loss = self.disc_loss optimizer = tf.train.AdamOptimizer(learning_rate=learning_rate) self.update_batch = optimizer.minimize(self.loss) diff --git a/ml-agents/mlagents/trainers/ppo/trainer.py b/ml-agents/mlagents/trainers/ppo/trainer.py index f02e68041c..630807d93e 100644 --- a/ml-agents/mlagents/trainers/ppo/trainer.py +++ b/ml-agents/mlagents/trainers/ppo/trainer.py @@ -480,7 +480,7 @@ def update_policy(self): self.stats['Losses/Inverse Loss'].append(np.mean(inverse_total)) if self.use_gail: gail_loss = self.policy.reward_signals['gail'].update(self.training_buffer, - n_sequences, 0) + 128, 16) self.stats['Losses/GAIL Loss'].append(gail_loss) self.training_buffer.reset_update_buffer() self.trainer_metrics.end_policy_update() From c6e1504403135ea10ef28adc6afed4a47f76b021 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Thu, 15 Nov 2018 17:24:13 -0800 Subject: [PATCH 037/251] Use adaptive B --- config/trainer_config.yaml | 2 +- demos/CrawlerDemo2.demo | Bin 0 -> 7945160 bytes .../trainers/ppo/reward_signals/gail/model.py | 14 +++++++++----- .../ppo/reward_signals/gail/signal.py | 14 +++++++++++--- ml-agents/mlagents/trainers/ppo/trainer.py | 4 +++- 5 files changed, 24 insertions(+), 10 deletions(-) create mode 100644 demos/CrawlerDemo2.demo diff --git a/config/trainer_config.yaml b/config/trainer_config.yaml index ef53285792..45f1112a0c 100644 --- a/config/trainer_config.yaml +++ b/config/trainer_config.yaml @@ -184,7 +184,7 @@ CrawlerStaticLearning: normalize: true use_gail: true extrinsic_strength: 0.0 - demo_path: ./demos/CrawlerDemo.demo + demo_path: ./demos/CrawlerDemo2.demo num_epoch: 3 time_horizon: 1000 batch_size: 2024 diff --git a/demos/CrawlerDemo2.demo b/demos/CrawlerDemo2.demo new file mode 100644 index 0000000000000000000000000000000000000000..4015642746bd57a0fb3f09cef6df1fca3a5f1d61 GIT binary patch literal 7945160 zcmb6Bc|2Fo`#+99$i8JK6xm7HmvH8q2a$?OrBo`Vlp;lGFCk2Um#nM)$V{O8P!Ss1Z! 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