From 7ac785d950e0f9f56135947ecdec04dc93fcd53d Mon Sep 17 00:00:00 2001 From: Matteo Bettini Date: Fri, 29 Mar 2024 09:17:37 +0100 Subject: [PATCH 01/27] amend --- torchrl/envs/libs/pettingzoo.py | 47 ++++++++++++++++++++++++++------- 1 file changed, 38 insertions(+), 9 deletions(-) diff --git a/torchrl/envs/libs/pettingzoo.py b/torchrl/envs/libs/pettingzoo.py index a1470776f10..09e52706617 100644 --- a/torchrl/envs/libs/pettingzoo.py +++ b/torchrl/envs/libs/pettingzoo.py @@ -90,12 +90,12 @@ class PettingZooWrapper(_EnvWrapper): If the number of agents during the task varies, please set ``use_mask=True``. ``"mask"`` will be provided as an output in each group and should be used to mask out dead agents. - The environment will be reset as soon as one agent is done. + The environment will be reset as soon as one agent is done (unless ``done_on_any`` is ``False``). In wrapped ``pettingzoo.AECEnv``, at each step only one agent will act. For this reason, it is compulsory to set ``use_mask=True`` for this type of environment. ``"mask"`` will be provided as an output for each group and can be used to mask out non-acting agents. - The environment will be reset only when all agents are done. + The environment will be reset only when all agents are done (unless ``done_on_any`` is ``True``). If there are any unavailable actions for an agent, the environment will also automatically update the mask of its ``action_spec`` and output an ``"action_mask"`` @@ -156,6 +156,9 @@ class PettingZooWrapper(_EnvWrapper): categorical_actions (bool, optional): if the enviornments actions are discrete, whether to transform them to categorical or one-hot. seed (int, optional): the seed. Defaults to ``None``. + done_on_any (bool, optional): whether the environment's done keys are set by aggregating the agent keys + using ``any()`` (when True) or ``all()`` (when False). Default (``None``) is to use ``any()`` for + parallel environments and ``all()`` for AEC ones. Examples: >>> # Parallel env @@ -204,6 +207,7 @@ def __init__( use_mask: bool = False, categorical_actions: bool = True, seed: int | None = None, + done_on_any: bool = None, **kwargs, ): if env is not None: @@ -214,6 +218,7 @@ def __init__( self.seed = seed self.use_mask = use_mask self.categorical_actions = categorical_actions + self.done_on_any = done_on_any super().__init__(**kwargs, allow_done_after_reset=True) @@ -283,6 +288,9 @@ def _make_specs( "pettingzoo.utils.env.AECEnv", # noqa: F821 ], ) -> None: + # Set default for done on any or all + if self.done_on_any is None: + self.done_on_any = self.parallel # Create and check group map if self.group_map is None: @@ -582,7 +590,6 @@ def _step( self, tensordict: TensorDictBase, ) -> TensorDictBase: - if self.parallel: ( observation_dict, @@ -651,16 +658,33 @@ def _step( value, device=self.device ) - elif not self.use_action_mask: + elif self.use_mask: + if agent in self.agents: + raise ValueError( + f"Dead agent {agent} not found in step observation but still available in {self.agents}" + ) + # Dead agent + terminated = ( + terminations_dict[agent] if agent in terminations_dict else True + ) + truncated = ( + truncations_dict[agent] if agent in truncations_dict else True + ) + done = terminated or truncated + group_done[index] = done + group_terminated[index] = terminated + group_truncated[index] = truncated + + else: # Dead agent, if we are not masking it out, this is not allowed raise ValueError( "Dead agents found in the environment," - " you need to set use_action_mask=True to allow this." + " you need to set use_mask=True to allow this." ) # set done values done, terminated, truncated = self._aggregate_done( - tensordict_out, use_any=self.parallel + tensordict_out, use_any=self.done_on_any ) tensordict_out.set("done", done) @@ -673,7 +697,7 @@ def _aggregate_done(self, tensordict_out, use_any): truncated = False if use_any else True terminated = False if use_any else True for key in self.done_keys: - if isinstance(key, tuple): + if isinstance(key, tuple): # Only look at group keys if use_any: if key[-1] == "done": done = done | tensordict_out.get(key).any() @@ -821,7 +845,7 @@ class PettingZooEnv(PettingZooWrapper): If the number of agents during the task varies, please set ``use_mask=True``. ``"mask"`` will be provided as an output in each group and should be used to mask out dead agents. - The environment will be reset as soon as one agent is done. + The environment will be reset as soon as one agent is done (unless ``done_on_any`` is ``False``). For wrapping ``pettingzoo.AECEnv`` provide the name of your petting zoo task (in the ``task`` argument) and specify ``parallel=False``. This will construct the ``pettingzoo.AECEnv`` version of that task @@ -829,7 +853,7 @@ class PettingZooEnv(PettingZooWrapper): In wrapped ``pettingzoo.AECEnv``, at each step only one agent will act. For this reason, it is compulsory to set ``use_mask=True`` for this type of environment. ``"mask"`` will be provided as an output for each group and can be used to mask out non-acting agents. - The environment will be reset only when all agents are done. + The environment will be reset only when all agents are done (unless ``done_on_any`` is ``True``). If there are any unavailable actions for an agent, the environment will also automatically update the mask of its ``action_spec`` and output an ``"action_mask"`` @@ -892,6 +916,9 @@ class PettingZooEnv(PettingZooWrapper): categorical_actions (bool, optional): if the enviornments actions are discrete, whether to transform them to categorical or one-hot. seed (int, optional): the seed. Defaults to ``None``. + done_on_any (bool, optional): whether the environment's done keys are set by aggregating the agent keys + using ``any()`` (when True) or ``all()`` (when False). Default (``None``) is to use ``any()`` for + parallel environments and ``all()`` for AEC ones. Examples: >>> # Parallel env @@ -930,6 +957,7 @@ def __init__( use_mask: bool = False, categorical_actions: bool = True, seed: int | None = None, + done_on_any: bool = None, **kwargs, ): if not _has_pettingzoo: @@ -944,6 +972,7 @@ def __init__( kwargs["use_mask"] = use_mask kwargs["categorical_actions"] = categorical_actions kwargs["seed"] = seed + kwargs["done_on_any"] = done_on_any super().__init__(**kwargs) From 9e5f2c4b31e0beffb2f97ae8fbe52dbedf96c793 Mon Sep 17 00:00:00 2001 From: Matteo Bettini Date: Fri, 29 Mar 2024 10:32:28 +0100 Subject: [PATCH 02/27] amend --- torchrl/envs/libs/pettingzoo.py | 2 - .../multiagent_competitive_ddpg.py | 859 ++++++++++++++++++ tutorials/sphinx-tutorials/multiagent_ppo.py | 3 +- 3 files changed, 860 insertions(+), 4 deletions(-) create mode 100644 tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py diff --git a/torchrl/envs/libs/pettingzoo.py b/torchrl/envs/libs/pettingzoo.py index 09e52706617..4a059c7621d 100644 --- a/torchrl/envs/libs/pettingzoo.py +++ b/torchrl/envs/libs/pettingzoo.py @@ -743,7 +743,6 @@ def _step_aec( self, tensordict: TensorDictBase, ) -> Tuple[Dict, Dict, Dict, Dict, Dict]: - for group, agents in self.group_map.items(): if self.agent_selection in agents: agent_index = agents.index(self._env.agent_selection) @@ -771,7 +770,6 @@ def _step_aec( ) def _update_action_mask(self, td, observation_dict, info_dict): - # Since we remove the action_mask keys we need to copy the data observation_dict = copy.deepcopy(observation_dict) info_dict = copy.deepcopy(info_dict) diff --git a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py new file mode 100644 index 00000000000..a256ec81f34 --- /dev/null +++ b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py @@ -0,0 +1,859 @@ +# -*- coding: utf-8 -*- +""" +Multi-Agent Competitive Reinforcement Learning (DDPG) with TorchRL Tutorial +=========================================================================== +**Author**: `Matteo Bettini `_ + +.. note:: + + If you are interested in Multi-Agent Reinforcement Learning (MARL) in + TorchRL, check out + `BenchMARL `__: a benchmarking library where you + can train and compare MARL sota-implementations, tasks, and models using TorchRL! + +This tutorial demonstrates how to use PyTorch and :py:mod:`torchrl` to +solve a Multi-Agent Reinforcement Learning (MARL) problem. + +A code-only version of this tutorial is available in the +`TorchRL examples `__, +alongside other simple scripts for many MARL sota-implementations (QMIX, MADDPG, IQL). + +For ease of use, this tutorial will follow the general structure of the already available +`single agent PPO tutorial `__. +It is suggested but not mandatory to get familiar with that prior to starting this tutorial. + +In this tutorial, we will use the *Navigation* environment from +`VMAS `__, +a multi-robot simulator, also +based on PyTorch, that runs parallel batched simulation on device. + +In the *Navigation* environment, +we need to train multiple robots (spawned at random positions) +to navigate to their goals (also at random positions), while +using `LIDAR sensors `__ to avoid collisions among each other. + +.. figure:: https://pytorch.s3.amazonaws.com/torchrl/github-artifacts/img/navigation.gif + :alt: Navigation + + Multi-agent *Navigation* scenario + +Key learnings: + +- How to create a multi-agent environment in TorchRL, how its specs work, and how it integrates with the library; +- How you use GPU vectorized environments in TorchRL; +- How to create different multi-agent network architectures in TorchRL (e.g., using parameter sharing, centralised critic) +- How we can use :class:`tensordict.TensorDict` to carry multi-agent data; +- How we can tie all the library components (collectors, modules, replay buffers, and losses) in a multi-agent MAPPO/IPPO training loop. + +""" + +###################################################################### +# If you are running this in Google Colab, make sure you install the following dependencies: +# +# .. code-block:: bash +# +# !pip3 install torchrl +# !pip3 install vmas==1.2.11 +# !pip3 install pettingzoo[mpe]==1.24.1 +# !pip3 install tqdm +# +# Proximal Policy Optimization (PPO) is a policy-gradient algorithm where a +# batch of data is being collected and directly consumed to train the policy to maximise +# the expected return given some proximality constraints. You can think of it +# as a sophisticated version of `REINFORCE `_, +# the foundational policy-optimization algorithm. For more information, see the +# `Proximal Policy Optimization Algorithms `_ paper. +# +# This type of sota-implementations is usually trained *on-policy*. This means that, at every learning iteration, we have a +# **sampling** and a **training** phase. In the **sampling** phase of iteration :math:`t`, rollouts are collected +# form agents' interactions in the environment using the current policies :math:`\mathbf{\pi}_t`. +# In the **training** phase, all the collected rollouts are immediately fed to the training process to perform +# backpropagation. This leads to updated policies which are then used again for sampling. +# The execution of this process in a loop constitutes *on-policy learning*. +# +# .. figure:: https://pytorch.s3.amazonaws.com/torchrl/github-artifacts/img/on_policy_vmas.png +# :alt: On-policy learning +# +# On-policy learning +# +# +# In the training phase of the PPO algorithm, a *critic* is used to estimate the goodness of the actions +# taken by the policy. The critic learns to approximate the value (mean discounted return) of a specific state. +# The PPO loss then compares the actual return obtained by the policy to the one estimated by the critic to determine +# the advantage of the action taken and guide the policy optimization. +# +# In multi-agent settings, things are a bit different. We now have multiple policies :math:`\mathbf{\pi}`, +# one for each agent. Policies are typically local and decentralised. This means that +# the policy for a single agent will output an action for that agent based only on its observation. +# In the MARL literature, this is referred to as **decentralised execution**. +# On the other hand, different formulations exist for the critic, mainly: +# +# - In `MAPPO `_ the critic is centralised and takes as input the global state +# of the system. This can be a global observation or simply the concatenation of the agents' observation. MAPPO +# can be used in contexts where **centralised training** is performed as it needs access to global information. +# - In `IPPO `_ the critic takes as input just the observation of the respective agent, +# exactly like the policy. This allows **decentralised training** as both the critic and the policy will only need local +# information to compute their outputs. +# +# Centralised critics help overcome the non-stationary of multiple agents learning concurrently, but, +# on the other hand, they may be impacted by their large input space. +# In this tutorial, we will be able to train both formulations, and we will also discuss how +# parameter-sharing (the practice of sharing the network parameters across the agents) impacts each. +# +# This tutorial is structured as follows: +# +# 1. First, we will define a set of hyperparameters we will be using. +# +# 2. Next, we will create a vectorized multi-agent environment, using TorchRL's +# wrapper for the VMAS simulator. +# +# 3. Next, we will design the policy and the critic networks, discussing the impact of the various choices on +# parameter sharing and critic centralisation. +# +# 4. Next, we will create the sampling collector and the replay buffer. +# +# 5. Finally, we will run our training loop and analyse the results. +# +# If you are running this in Colab or in a machine with a GUI, you will also have the option +# to render and visualise your own trained policy prior and after training. +# +# Let's import our dependencies +# + +# Torch +import torch + +# Tensordict modules +from tensordict.nn import TensorDictModule, TensorDictSequential +from torch import multiprocessing + +# Data collection +from torchrl.collectors import SyncDataCollector +from torchrl.data.replay_buffers import ReplayBuffer +from torchrl.data.replay_buffers.samplers import SamplerWithoutReplacement +from torchrl.data.replay_buffers.storages import LazyTensorStorage + +# Env +from torchrl.envs import PettingZooEnv, RewardSum, TransformedEnv +from torchrl.envs.libs.vmas import VmasEnv +from torchrl.envs.utils import check_env_specs + +# Multi-agent network +from torchrl.modules import ( + AdditiveGaussianWrapper, + MultiAgentMLP, + ProbabilisticActor, + TanhDelta, +) + +# Loss +from torchrl.objectives import ClipPPOLoss, ValueEstimators + +# Utils +torch.manual_seed(0) +from matplotlib import pyplot as plt +from tqdm import tqdm + + +###################################################################### +# Define Hyperparameters +# ---------------------- +# +# We set the hyperparameters for our tutorial. +# Depending on the resources +# available, one may choose to execute the policy and the simulator on GPU or on another +# device. +# You can tune some of these values to adjust the computational requirements. +# + +# Devices +is_fork = multiprocessing.get_start_method() == "fork" +device = ( + torch.device(0) + if torch.cuda.is_available() and not is_fork + else torch.device("cpu") +) +vmas_device = device # The device where the simulator is run (VMAS can run on GPU) + +# Sampling +frames_per_batch = 6_000 # Number of team frames collected per training iteration +n_iters = 10 # Number of sampling and training iterations +total_frames = frames_per_batch * n_iters + +# Training +num_epochs = 30 # Number of optimization steps per training iteration +minibatch_size = 400 # Size of the mini-batches in each optimization step +lr = 3e-4 # Learning rate +max_grad_norm = 1.0 # Maximum norm for the gradients + +# PPO +clip_epsilon = 0.2 # clip value for PPO loss +gamma = 0.9 # discount factor +lmbda = 0.9 # lambda for generalised advantage estimation +entropy_eps = 1e-4 # coefficient of the entropy term in the PPO loss + +###################################################################### +# Environment +# ----------- +# +# Multi-agent environments simulate multiple agents interacting with the world. +# TorchRL API allows integrating various types of multi-agent environment flavours. +# Some examples include environments with shared or individual agent rewards, done flags, and observations. +# For more information on how the multi-agent environments API works in TorchRL, you can check out the dedicated +# `doc section `_. +# +# The VMAS simulator, in particular, models agents with individual rewards, info, observations, and actions, but +# with a collective done flag. +# Furthermore, it uses *vectorization* to perform simulation in a batch. +# This means that all its state and physics +# are PyTorch tensors with a first dimension representing the number of parallel environments in a batch. +# This allows leveraging the Single Instruction Multiple Data (SIMD) paradigm of GPUs and significantly +# speed up parallel computation by leveraging parallelisation in GPU warps. It also means +# that, when using it in TorchRL, both simulation and training can be run on-device, without ever passing +# data to the CPU. +# +# The multi-agent task we will solve today is *Navigation* (see animated figure above). +# In *Navigation*, randomly spawned agents +# (circles with surrounding dots) need to navigate +# to randomly spawned goals (smaller circles). +# Agents need to use LIDARs (dots around them) to +# avoid colliding into each other. +# Agents act in a 2D continuous world with drag and elastic collisions. +# Their actions are 2D continuous forces which determine their acceleration. +# The reward is composed of three terms: a collision penalisation, a reward based on the distance to the goal, and a +# final shared reward given when all agents reach their goal. +# The distance-based term is computed as the difference in the relative distance +# between an agent and its goal over two consecutive timesteps. +# Each agent observes its position, +# velocity, lidar readings, and relative position to its goal. +# +# We will now instantiate the environment. +# For this tutorial, we will limit the episodes to ``max_steps``, after which the done flag is set. This is +# functionality is already provided in the VMAS simulator but the TorchRL :class:`~.envs.transforms.StepCount` +# transform could alternatively be used. +# We will also use ``num_vmas_envs`` vectorized environments, to leverage batch simulation. +# +# + +max_steps = 100 # Episode steps before done + +n_chasers = 3 +n_evaders = 1 +n_obstacles = 2 + + +env = PettingZooEnv( + task="simple_tag_v3", + parallel=True, + seed=0, + # Scenario specific + continuous_actions=True, + num_good=n_evaders, + num_adversaries=n_chasers, + num_obstacles=n_obstacles, + max_cycles=max_steps, +) + + +num_vmas_envs = ( + frames_per_batch // max_steps +) # Number of vectorized envs. frames_per_batch should be divisible by this number +env = VmasEnv( + scenario="simple_tag", + num_envs=num_vmas_envs, + continuous_actions=True, + max_steps=max_steps, + device=vmas_device, + # Scenario specific + num_good_agents=n_evaders, + num_adversaries=n_chasers, + num_landmarks=n_obstacles, +) + + +###################################################################### +# The environment is not only defined by its simulator and transforms, but also +# by a series of metadata that describe what can be expected during its +# execution. +# For efficiency purposes, TorchRL is quite stringent when it comes to +# environment specs, but you can easily check that your environment specs are +# adequate. +# In our example, the :class:`~.envs.libs.vmas.VmasEnv` takes care of setting the proper specs for your env so +# you should not have to care about this. +# +# There are four specs to look at: +# +# - ``action_spec`` defines the action space; +# - ``reward_spec`` defines the reward domain; +# - ``done_spec`` defines the done domain; +# - ``observation_spec`` which defines the domain of all other outputs from environmnet steps; +# +# + +print("action_spec:", env.full_action_spec) +print("reward_spec:", env.full_reward_spec) +print("done_spec:", env.full_done_spec) +print("observation_spec:", env.observation_spec) + +###################################################################### +# Using the commands just shown we can access the domain of each value. +# Doing this we can see that all specs apart from done have a leading shape ``(num_vmas_envs, n_agents)``. +# This represents the fact that those values will be present for each agent in each individual environment. +# The done spec, on the other hand, has leading shape ``num_vmas_envs``, representing that done is shared among +# agents. +# +# TorchRL has a way to keep track of which MARL specs are shared and which are not. +# In fact, specs that have the additional agent dimension +# (i.e., they vary for each agent) will be contained in a inner "agents" key. +# +# As you can see the reward and action spec present the "agent" key, +# meaning that entries in tensordicts belonging to those specs will be nested in an "agents" tensordict, +# grouping all per-agent values. +# +# To quickly access the keys for each of these values in tensordicts, we can simply ask the environment for the +# respective keys, and +# we will immediately understand which are per-agent and which shared. +# This info will be useful in order to tell all other TorchRL components where to find each value +# + +print("action_keys:", env.action_keys) +print("reward_keys:", env.reward_keys) +print("done_keys:", env.done_keys) + + +###################################################################### +# Transforms +# ~~~~~~~~~~ +# +# We can append any TorchRL transform we need to our enviornment. +# These will modify its input/output in some desired way. +# We stress that, in multi-agent contexts, it is paramount to provide explicitly the keys to modify. +# +# For example, in this case, we will instantiate a ``RewardSum`` transform which will sum rewards over the episode. +# We will tell this transform where to find the reward key and where to write the summed episode reward. +# The transformed environment will inherit +# the device and meta-data of the wrapped environment, and transform these depending on the sequence +# of transforms it contains. +# + +env = TransformedEnv( + env, + RewardSum(reset_keys=["_reset"] * len(env.group_map.keys())), +) + + +###################################################################### +# the :func:`check_env_specs` function runs a small rollout and compares its output against the environment +# specs. If no error is raised, we can be confident that the specs are properly defined: +# +check_env_specs(env) + +###################################################################### +# Rollout +# ~~~~~~~ +# +# For fun, let's see what a simple random rollout looks like. You can +# call `env.rollout(n_steps)` and get an overview of what the environment inputs +# and outputs look like. Actions will automatically be drawn at random from the action spec +# domain. +# +n_rollout_steps = 5 +rollout = env.rollout(n_rollout_steps) +print("rollout of three steps:", rollout) +print("Shape of the rollout TensorDict:", rollout.batch_size) +###################################################################### +# We can see that our rollout has ``batch_size`` of ``(num_vmas_envs, n_rollout_steps)``. +# This means that all the tensors in it will have those leading dimensions. +# +# Looking more in depth, we can see that the output tensordict can be divided in the following way: +# +# - *In the root* (accessible by running ``rollout.exclude("next")`` ) we will find all the keys that are available +# after a reset is called at the first timestep. We can see their evolution through the rollout steps by indexing +# the ``n_rollout_steps`` dimension. Among these keys, we will find the ones that are different for each agent +# in the ``rollout["agents"]`` tensordict, which will have batch size ``(num_vmas_envs, n_rollout_steps, n_agents)`` +# signifying that it is storing the additional agent dimension. The ones outside this agent tensordict +# will be the shared ones (in this case only done). +# - *In the next* (accessible by running ``rollout.get("next")`` ). We will find the same structure as the root, +# but for keys that are available only after a step. +# +# In TorchRL the convention is that done and observations will be present in both root and next (as these are +# available both at reset time and after a step). Action will only be available in root (as there is no action +# resulting from a step) and reward will only be available in next (as there is no reward at reset time). +# This structure follows the one in **Reinforcement Learning: An Introduction (Sutton and Barto)** where root represents data at time :math:`t` and +# next represents data at time :math:`t+1` of a world step. +# +# +# Render a random rollout +# ~~~~~~~~~~~~~~~~~~~~~~~ +# +# If you are on Google Colab, or on a machine with OpenGL and a GUI, you can actually render a random rollout. +# This will give you an idea of what a random policy will achieve in this task, in order to compare it +# with the policy you will train yourself! +# +# To render a rollout, follow the instructions in the *Render* section at the end of this tutorial +# and just remove the line ``policy=policy`` from ``env.rollout()`` . +# +# +# Policy +# ------ +# +# PPO utilises a stochastic policy to handle exploration. This means that our +# neural network will have to output the parameters of a distribution, rather +# than a single value corresponding to the action taken. +# +# As the data is continuous, we use a Tanh-Normal distribution to respect the +# action space boundaries. TorchRL provides such distribution, and the only +# thing we need to care about is to build a neural network that outputs the +# right number of parameters. +# +# In this case, each agent's action will be represented by a 2-dimensional independent normal distribution. +# For this, our neural network will have to output a mean and a standard deviation for each action. +# Each agent will thus have ``2 * n_actions_per_agents`` outputs. +# +# Another important decision we need to make is whether we want our agents to **share the policy parameters**. +# On the one hand, sharing parameters means that they will all share the same policy, which will allow them to benefit from +# each other's experiences. This will also result in faster training. +# On the other hand, it will make them behaviorally *homogenous*, as they will in fact share the same model. +# For this example, we will enable sharing as we do not mind the homogeneity and can benefit from the computational +# speed, but it is important to always think about this decision in your own problems! +# +# We design the policy in three steps. +# +# **First**: define a neural network ``n_obs_per_agent`` -> ``2 * n_actions_per_agents`` +# +# For this we use the ``MultiAgentMLP``, a TorchRL module made exactly for +# multiple agents, with much customisation available. +# + +policy_modules = {} +for group, agents in env.group_map.items(): + share_parameters_policy = True # Can change this based on the group + + policy_net = MultiAgentMLP( + n_agent_inputs=env.observation_spec[group, "observation"].shape[ + -1 + ], # n_obs_per_agent + n_agent_outputs=env.action_spec[group, "action"].shape[ + -1 + ], # n_actions_per_agents + n_agents=len(agents), # Number of agents in the group + centralised=False, # the policies are decentralised (ie each agent will act from its observation) + share_params=share_parameters_policy, + device=device, + depth=2, + num_cells=256, + activation_class=torch.nn.Tanh, + ) + policy_module = TensorDictModule( + policy_net, + in_keys=[(group, "observation")], + out_keys=[(group, "param")], + ) + policy_modules[group] = policy_module + + +###################################################################### +# **Second**: wrap the neural network in a :class:`TensorDictModule` +# +# This is simply a module that will read the ``in_keys`` from a tensordict, feed them to the +# neural networks, and write the +# outputs in-place at the ``out_keys``. +# +# Note that we use ``("agents", ...)`` keys as these keys are denoting data with the +# additional ``n_agents`` dimension. +# + + +###################################################################### +# **Third**: wrap the :class:`TensorDictModule` in a :class:`ProbabilisticActor` +# +# We now need to build a distribution out of the location and scale of our +# normal distribution. To do so, we instruct the :class:`ProbabilisticActor` +# class to build a :class:`TanhNormal` out of the location and scale +# parameters. We also provide the minimum and maximum values of this +# distribution, which we gather from the environment specs. +# +# The name of the ``in_keys`` (and hence the name of the ``out_keys`` from +# the :class:`TensorDictModule` above) has to end with the +# :class:`TanhNormal` distribution constructor keyword arguments (loc and scale). +# + +policies = {} +for group, _agents in env.group_map.items(): + policy = ProbabilisticActor( + module=policy_modules[group], + spec=env.action_spec[group, "action"], + in_keys=[(group, "param")], + out_keys=[(group, "action")], + distribution_class=TanhDelta, + distribution_kwargs={ + "min": env.action_spec[group, "action"].space.low, + "max": env.action_spec[group, "action"].space.high, + }, + return_log_prob=False, + ) + policies[group] = policy + +exploration_policies = {} +for group, _agents in env.group_map.items(): + exploration_policy = AdditiveGaussianWrapper( + policies[group], + annealing_num_steps=100, + action_key=(group, "action"), + sigma_init=0.9, + sigma_end=0.1, + ) + exploration_policies[group] = exploration_policy + + +###################################################################### +# Critic network +# -------------- +# +# The critic network is a crucial component of the PPO algorithm, even though it +# isn't used at sampling time. This module will read the observations and +# return the corresponding value estimates. +# +# As before, one should think carefully about the decision of **sharing the critic parameters**. +# In general, parameter sharing will grant faster training convergence, but there are a few important +# considerations to be made: +# +# - Sharing is not recommended when agents have different reward functions, as the critics will need to learn +# to assign different values to the same state (e.g., in mixed cooperative-competitive settings). +# - In decentralised training settings, sharing cannot be performed without additional infrastructure to +# synchronise parameters. +# +# In all other cases where the reward function (to be differentiated from the reward) is the same for all agents +# (as in the current scenario), +# sharing can provide improved performance. This can come at the cost of homogeneity in the agent strategies. +# In general, the best way to know which choice is preferable is to quickly experiment both options. +# +# Here is also where we have to choose between **MAPPO and IPPO**: +# +# - With MAPPO, we will obtain a central critic with full-observability +# (i.e., it will take all the concatenated agent observations as input). +# We can do this because we are in a simulator +# and training is centralised. +# - With IPPO, we will have a local decentralised critic, just like the policy. +# +# In any case, the critic output will have shape ``(..., n_agents, 1)``. +# If the critic is centralised and shared, +# all the values along the ``n_agents`` dimension will be identical. +# + +critics = {} +for group, agents in env.group_map.items(): + share_parameters_critic = True # Can change for each group + maddpg = True # IDDPG if False + + cat_module = TensorDictModule( + lambda obs, action: torch.cat([obs, action], dim=-1), + in_keys=[(group, "observation"), (group, "action")], + out_keys=[(group, "obs_action")], + ) + + critic_module = TensorDictModule( + module=MultiAgentMLP( + n_agent_inputs=env.observation_spec[group, "observation"].shape[-1] + + env.action_spec[group, "action"].shape[-1], + n_agent_outputs=1, # 1 value per agent + n_agents=len(agents), + centralised=maddpg, + share_params=share_parameters_critic, + device=device, + depth=2, + num_cells=256, + activation_class=torch.nn.Tanh, + ), + in_keys=[(group, "obs_action")], + out_keys=[(group, "state_action_value")], + ) + critics[group] = TensorDictSequential(cat_module, critic_module) + + +###################################################################### +# Let us try our policy and critic modules. As pointed earlier, the usage of +# :class:`TensorDictModule` makes it possible to directly read the output +# of the environment to run these modules, as they know what information to read +# and where to write it: +# +# **From this point on, the multi-agent-specific components have been instantiated, and we will simply use the same +# components as in single-agent learning. Isn't this fantastic?** +# +for group, _agents in env.group_map.items(): + print( + f"Running value and policy for group {group}:", + critics[group](policies[group](env.reset())), + ) + +###################################################################### +# Data collector +# -------------- +# +# TorchRL provides a set of data collector classes. Briefly, these +# classes execute three operations: reset an environment, compute an action +# using the policy and the latest observation, execute a step in the environment, and repeat +# the last two steps until the environment signals a stop (or reaches a done +# state). +# +# We will use the simplest possible data collector, which has the same output as an environment rollout, +# with the only difference that it will auto reset done states until the desired frames are collected. +# +collector = SyncDataCollector( + env, + policy, + device=vmas_device, + storing_device=device, + frames_per_batch=frames_per_batch, + total_frames=total_frames, +) + +###################################################################### +# Replay buffer +# ------------- +# +# Replay buffers are a common building piece of off-policy RL sota-implementations. +# In on-policy contexts, a replay buffer is refilled every time a batch of +# data is collected, and its data is repeatedly consumed for a certain number +# of epochs. +# +# Using a replay buffer for PPO is not mandatory and we could simply +# use the collected data online, but using these classes +# makes it easy for us to build the inner training loop in a reproducible way. +# + +replay_buffer = ReplayBuffer( + storage=LazyTensorStorage( + frames_per_batch, device=device + ), # We store the frames_per_batch collected at each iteration + sampler=SamplerWithoutReplacement(), + batch_size=minibatch_size, # We will sample minibatches of this size +) + +###################################################################### +# Loss function +# ------------- +# +# The PPO loss can be directly imported from TorchRL for convenience using the +# :class:`~.objectives.ClipPPOLoss` class. This is the easiest way of utilising PPO: +# it hides away the mathematical operations of PPO and the control flow that +# goes with it. +# +# PPO requires some "advantage estimation" to be computed. In short, an advantage +# is a value that reflects an expectancy over the return value while dealing with +# the bias / variance tradeoff. +# To compute the advantage, one just needs to (1) build the advantage module, which +# utilises our value operator, and (2) pass each batch of data through it before each +# epoch. +# The GAE module will update the input :class:`TensorDict` with new ``"advantage"`` and +# ``"value_target"`` entries. +# The ``"value_target"`` is a gradient-free tensor that represents the empirical +# value that the value network should represent with the input observation. +# Both of these will be used by :class:`ClipPPOLoss` to +# return the policy and value losses. +# + +loss_module = ClipPPOLoss( + actor_network=policy, + critic_network=critics["agents"], + clip_epsilon=clip_epsilon, + entropy_coef=entropy_eps, + normalize_advantage=False, # Important to avoid normalizing across the agent dimension +) +loss_module.set_keys( # We have to tell the loss where to find the keys + reward=env.reward_key, + action=env.action_key, + sample_log_prob=("agents", "sample_log_prob"), + value=("agents", "state_value"), + # These last 2 keys will be expanded to match the reward shape + done=("agents", "done"), + terminated=("agents", "terminated"), +) + + +loss_module.make_value_estimator( + ValueEstimators.GAE, gamma=gamma, lmbda=lmbda +) # We build GAE +GAE = loss_module.value_estimator + +optim = torch.optim.Adam(loss_module.parameters(), lr) + +###################################################################### +# Training loop +# ------------- +# We now have all the pieces needed to code our training loop. +# The steps include: +# +# * Collect data +# * Compute advantage +# * Loop over epochs +# * Loop over minibatches to compute loss values +# * Back propagate +# * Optimise +# * Repeat +# * Repeat +# * Repeat +# * Repeat +# +# + +pbar = tqdm(total=n_iters, desc="episode_reward_mean = 0") + +episode_reward_mean_list = [] +for tensordict_data in collector: + tensordict_data.set( + ("next", "agents", "done"), + tensordict_data.get(("next", "done")) + .unsqueeze(-1) + .expand(tensordict_data.get_item_shape(("next", env.reward_key))), + ) + tensordict_data.set( + ("next", "agents", "terminated"), + tensordict_data.get(("next", "terminated")) + .unsqueeze(-1) + .expand(tensordict_data.get_item_shape(("next", env.reward_key))), + ) + # We need to expand the done and terminated to match the reward shape (this is expected by the value estimator) + + with torch.no_grad(): + GAE( + tensordict_data, + params=loss_module.critic_network_params, + target_params=loss_module.target_critic_network_params, + ) # Compute GAE and add it to the data + + data_view = tensordict_data.reshape(-1) # Flatten the batch size to shuffle data + replay_buffer.extend(data_view) + + for _ in range(num_epochs): + for _ in range(frames_per_batch // minibatch_size): + subdata = replay_buffer.sample() + loss_vals = loss_module(subdata) + + loss_value = ( + loss_vals["loss_objective"] + + loss_vals["loss_critic"] + + loss_vals["loss_entropy"] + ) + + loss_value.backward() + + torch.nn.utils.clip_grad_norm_( + loss_module.parameters(), max_grad_norm + ) # Optional + + optim.step() + optim.zero_grad() + + collector.update_policy_weights_() + + # Logging + done = tensordict_data.get(("next", "agents", "done")) + episode_reward_mean = ( + tensordict_data.get(("next", "agents", "episode_reward"))[done].mean().item() + ) + episode_reward_mean_list.append(episode_reward_mean) + pbar.set_description(f"episode_reward_mean = {episode_reward_mean}", refresh=False) + pbar.update() + +###################################################################### +# Results +# ------- +# +# Let's plot the mean reward obtained per episode +# +# To make training last longer, increase the ``n_iters`` hyperparameter. +# +plt.plot(episode_reward_mean_list) +plt.xlabel("Training iterations") +plt.ylabel("Reward") +plt.title("Episode reward mean") +plt.show() + +###################################################################### +# Render +# ------ +# +# If you are running this in a machine with GUI, you can render the trained policy by running: +# +# .. code-block:: python +# +# with torch.no_grad(): +# env.rollout( +# max_steps=max_steps, +# policy=policy, +# callback=lambda env, _: env.render(), +# auto_cast_to_device=True, +# break_when_any_done=False, +# ) +# +# If you are running this in Google Colab, you can render the trained policy by running: +# +# .. code-block:: bash +# +# !apt-get update +# !apt-get install -y x11-utils +# !apt-get install -y xvfb +# !pip install pyvirtualdisplay +# +# .. code-block:: python +# +# import pyvirtualdisplay +# display = pyvirtualdisplay.Display(visible=False, size=(1400, 900)) +# display.start() +# from PIL import Image +# +# def rendering_callback(env, td): +# env.frames.append(Image.fromarray(env.render(mode="rgb_array"))) +# env.frames = [] +# with torch.no_grad(): +# env.rollout( +# max_steps=max_steps, +# policy=policy, +# callback=rendering_callback, +# auto_cast_to_device=True, +# break_when_any_done=False, +# ) +# env.frames[0].save( +# f"{scenario_name}.gif", +# save_all=True, +# append_images=env.frames[1:], +# duration=3, +# loop=0, +# ) +# +# from IPython.display import Image +# Image(open(f"{scenario_name}.gif", "rb").read()) +# + + +###################################################################### +# Conclusion and next steps +# ------------------------- +# +# In this tutorial, we have seen: +# +# - How to create a multi-agent environment in TorchRL, how its specs work, and how it integrates with the library; +# - How you use GPU vectorized environments in TorchRL; +# - How to create different multi-agent network architectures in TorchRL (e.g., using parameter sharing, centralised critic) +# - How we can use :class:`tensordict.TensorDict` to carry multi-agent data; +# - How we can tie all the library components (collectors, modules, replay buffers, and losses) in a multi-agent MAPPO/IPPO training loop. +# +# Now that you are proficient with multi-agent PPO, you can check out all +# `TorchRL multi-agent examples `__. +# These are code-only scripts of many popular MARL sota-implementations such as the ones seen in this tutorial, +# QMIX, MADDPG, IQL, and many more! +# +# If you are interested in creating or wrapping your own multi-agent environments in TorchRL, +# you can check out the dedicated +# `doc section `_. +# +# Finally, you can modify the parameters of this tutorial to try many other configurations and scenarios +# to become a MARL master. +# Here are a few videos of some possible scenarios you can try in VMAS. +# +# .. figure:: https://github.com/matteobettini/vmas-media/blob/main/media/VMAS_scenarios.gif?raw=true +# :alt: VMAS scenarios +# +# Scenarios available in `VMAS `__ +# diff --git a/tutorials/sphinx-tutorials/multiagent_ppo.py b/tutorials/sphinx-tutorials/multiagent_ppo.py index 16d264efb65..fc660bd94a4 100644 --- a/tutorials/sphinx-tutorials/multiagent_ppo.py +++ b/tutorials/sphinx-tutorials/multiagent_ppo.py @@ -122,10 +122,9 @@ # Torch import torch +# Tensordict modules from tensordict.nn import TensorDictModule from tensordict.nn.distributions import NormalParamExtractor - -# Tensordict modules from torch import multiprocessing # Data collection From fc430b5f9518d52491958daab9d0a44306d0a9ad Mon Sep 17 00:00:00 2001 From: Matteo Bettini Date: Fri, 29 Mar 2024 11:09:44 +0100 Subject: [PATCH 03/27] amend --- .../multiagent_competitive_ddpg.py | 50 ++++++++++-------- tutorials/sphinx-tutorials/simple_tag.gif | Bin 0 -> 394086 bytes 2 files changed, 27 insertions(+), 23 deletions(-) create mode 100644 tutorials/sphinx-tutorials/simple_tag.gif diff --git a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py index a256ec81f34..26e120af924 100644 --- a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py +++ b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py @@ -1,6 +1,6 @@ # -*- coding: utf-8 -*- """ -Multi-Agent Competitive Reinforcement Learning (DDPG) with TorchRL Tutorial +Competitive Multi-Agent Reinforcement Learning (DDPG) with TorchRL Tutorial =========================================================================== **Author**: `Matteo Bettini `_ @@ -12,38 +12,42 @@ can train and compare MARL sota-implementations, tasks, and models using TorchRL! This tutorial demonstrates how to use PyTorch and :py:mod:`torchrl` to -solve a Multi-Agent Reinforcement Learning (MARL) problem. +solve a Competitive Multi-Agent Reinforcement Learning (MARL) problem. A code-only version of this tutorial is available in the -`TorchRL examples `__, -alongside other simple scripts for many MARL sota-implementations (QMIX, MADDPG, IQL). +`TorchRL tutorials `__. For ease of use, this tutorial will follow the general structure of the already available -`single agent PPO tutorial `__. -It is suggested but not mandatory to get familiar with that prior to starting this tutorial. +`multi-agent PPO tutorial `__. -In this tutorial, we will use the *Navigation* environment from -`VMAS `__, -a multi-robot simulator, also -based on PyTorch, that runs parallel batched simulation on device. +In this tutorial, we will use the *simple_tag* environment from the +`MADDPG paper `__. This environment is part +of a set called MultiAgentParticleEnvironments (MPE) introduced with the paper. -In the *Navigation* environment, -we need to train multiple robots (spawned at random positions) -to navigate to their goals (also at random positions), while -using `LIDAR sensors `__ to avoid collisions among each other. +There are currently multiple simulators providing MPE environments. +In this tutorial we show how to train this environment in TorchRL using either: -.. figure:: https://pytorch.s3.amazonaws.com/torchrl/github-artifacts/img/navigation.gif - :alt: Navigation +- `PettingZoo `__, in the classical version of the environment. +- `VMAS `__, which provides a vectorized implementation in PyTorch, + simulating multiple environments in a GPU batch to speed up computation. - Multi-agent *Navigation* scenario +In the *simple_tag* environment, +there are two teams of agents: the chasers (or "adversaries") and the evaders (of "agents"). +Chasers are rewarded for touching evaders. Upon a contact the team of chasers is collectively rewarded and the +evader touched is penalized with the same value. Evaders have higher speed and acceleration than chasers. + +.. figure:: https://pytorch.s3.amazonaws.com/torchrl/github-artifacts/img/simple_tag.gif + :alt: Simple tag + + Multi-agent *simple_tag* scenario Key learnings: -- How to create a multi-agent environment in TorchRL, how its specs work, and how it integrates with the library; -- How you use GPU vectorized environments in TorchRL; -- How to create different multi-agent network architectures in TorchRL (e.g., using parameter sharing, centralised critic) -- How we can use :class:`tensordict.TensorDict` to carry multi-agent data; -- How we can tie all the library components (collectors, modules, replay buffers, and losses) in a multi-agent MAPPO/IPPO training loop. +- How to use a competitive multi-agent environment in TorchRL, how their specs work, and how they integrate with the library; +- How to use Parallel PettingZoo environments with multiple groups in TorchRL; +- How to create different multi-agent network architectures in TorchRL (e.g., using parameter sharing, centralized critic) +- How we can use :class:`tensordict.TensorDict` to carry multi-agent multi-group data; +- How we can tie all the library components (collectors, modules, replay buffers, and losses) in an off-policy multi-agent MADDPG/IDDPG training loop. 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26e120af924..aae86c872c7 100644 --- a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py +++ b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py @@ -29,7 +29,7 @@ - `PettingZoo `__, in the classical version of the environment. - `VMAS `__, which provides a vectorized implementation in PyTorch, - simulating multiple environments in a GPU batch to speed up computation. + simulating multiple environments in a GPU batch to speed up computation. In the *simple_tag* environment, there are two teams of agents: the chasers (or "adversaries") and the evaders (of "agents"). @@ -170,6 +170,10 @@ # You can tune some of these values to adjust the computational requirements. # +# Seed +seed = 0 +torch.manual_seed(seed) + # Devices is_fork = multiprocessing.get_start_method() == "fork" device = ( @@ -177,7 +181,6 @@ if torch.cuda.is_available() and not is_fork else torch.device("cpu") ) -vmas_device = device # The device where the simulator is run (VMAS can run on GPU) # Sampling frames_per_batch = 6_000 # Number of team frames collected per training iteration @@ -245,34 +248,36 @@ n_evaders = 1 n_obstacles = 2 - -env = PettingZooEnv( - task="simple_tag_v3", - parallel=True, - seed=0, - # Scenario specific - continuous_actions=True, - num_good=n_evaders, - num_adversaries=n_chasers, - num_obstacles=n_obstacles, - max_cycles=max_steps, -) - - -num_vmas_envs = ( - frames_per_batch // max_steps -) # Number of vectorized envs. frames_per_batch should be divisible by this number -env = VmasEnv( - scenario="simple_tag", - num_envs=num_vmas_envs, - continuous_actions=True, - max_steps=max_steps, - device=vmas_device, - # Scenario specific - num_good_agents=n_evaders, - num_adversaries=n_chasers, - num_landmarks=n_obstacles, -) +use_vmas = False + +if not use_vmas: + env = PettingZooEnv( + task="simple_tag_v3", + parallel=True, + seed=seed, + # Scenario specific + continuous_actions=True, + num_good=n_evaders, + num_adversaries=n_chasers, + num_obstacles=n_obstacles, + max_cycles=max_steps, + ) +else: + num_vmas_envs = ( + frames_per_batch // max_steps + ) # Number of vectorized envs. frames_per_batch should be divisible by this number + env = VmasEnv( + scenario="simple_tag", + num_envs=num_vmas_envs, + continuous_actions=True, + max_steps=max_steps, + device=device, + seed=seed, + # Scenario specific + num_good_agents=n_evaders, + num_adversaries=n_chasers, + num_landmarks=n_obstacles, + ) ###################################################################### @@ -606,7 +611,7 @@ collector = SyncDataCollector( env, policy, - device=vmas_device, + device=device, storing_device=device, frames_per_batch=frames_per_batch, total_frames=total_frames, From 982a744aa62eda97b15632c1a65b2e184b612963 Mon Sep 17 00:00:00 2001 From: Matteo Bettini Date: Mon, 1 Apr 2024 12:12:28 +0200 Subject: [PATCH 05/27] amend --- .../unittest/linux_libs/scripts_pettingzoo/environment.yml | 2 +- docs/requirements.txt | 3 ++- docs/source/index.rst | 1 + tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py | 4 ++-- tutorials/sphinx-tutorials/multiagent_ppo.py | 2 +- 5 files changed, 7 insertions(+), 5 deletions(-) diff --git a/.github/unittest/linux_libs/scripts_pettingzoo/environment.yml b/.github/unittest/linux_libs/scripts_pettingzoo/environment.yml index 76f97355f7a..66f79eb2c24 100644 --- a/.github/unittest/linux_libs/scripts_pettingzoo/environment.yml +++ b/.github/unittest/linux_libs/scripts_pettingzoo/environment.yml @@ -20,4 +20,4 @@ dependencies: - expecttest - pyyaml - autorom[accept-rom-license] - - pettingzoo[all]==1.24.1 + - pettingzoo[all]==1.24.3 diff --git a/docs/requirements.txt b/docs/requirements.txt index 7774bc703c6..747354bca77 100644 --- a/docs/requirements.txt +++ b/docs/requirements.txt @@ -25,4 +25,5 @@ imageio[ffmpeg,pyav] memory_profiler pyrender pytest -vmas==1.2.11 +vmas +pettingzoo[mpe]==1.24.3 diff --git a/docs/source/index.rst b/docs/source/index.rst index ab1cee681db..dacbb061f16 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -100,6 +100,7 @@ Intermediate :maxdepth: 1 tutorials/multiagent_ppo + tutorials/multiagent_competitive_ddpg tutorials/torchrl_envs tutorials/pretrained_models tutorials/dqn_with_rnn diff --git a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py index aae86c872c7..d558e68dbc9 100644 --- a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py +++ b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py @@ -57,8 +57,8 @@ # .. code-block:: bash # # !pip3 install torchrl -# !pip3 install vmas==1.2.11 -# !pip3 install pettingzoo[mpe]==1.24.1 +# !pip3 install vmas +# !pip3 install pettingzoo[mpe]==1.24.3 # !pip3 install tqdm # # Proximal Policy Optimization (PPO) is a policy-gradient algorithm where a diff --git a/tutorials/sphinx-tutorials/multiagent_ppo.py b/tutorials/sphinx-tutorials/multiagent_ppo.py index fc660bd94a4..d7c1f41d1cb 100644 --- a/tutorials/sphinx-tutorials/multiagent_ppo.py +++ b/tutorials/sphinx-tutorials/multiagent_ppo.py @@ -53,7 +53,7 @@ # .. code-block:: bash # # !pip3 install torchrl -# !pip3 install vmas==1.2.11 +# !pip3 install vmas # !pip3 install tqdm # # Proximal Policy Optimization (PPO) is a policy-gradient algorithm where a From 581d5e9341a819d3dd10086c11da9e4313b288a3 Mon Sep 17 00:00:00 2001 From: Matteo Bettini Date: Mon, 1 Apr 2024 19:39:12 +0200 Subject: [PATCH 06/27] amend --- torchrl/envs/libs/vmas.py | 2 +- .../multiagent_competitive_ddpg.py | 265 +++++++++++------- 2 files changed, 163 insertions(+), 104 deletions(-) diff --git a/torchrl/envs/libs/vmas.py b/torchrl/envs/libs/vmas.py index 51d3970fded..f6a28d4fed5 100644 --- a/torchrl/envs/libs/vmas.py +++ b/torchrl/envs/libs/vmas.py @@ -302,7 +302,7 @@ def _get_default_group_map(self, agent_names: List[str]): group_map = MarlGroupMapType.ALL_IN_ONE_GROUP.get_group_map(agent_names) # For BC-compatibility rename the "agent" group to "agents" - if "agent" in group_map: + if "agent" in group_map and len(group_map) == 1: agent_group = group_map["agent"] group_map["agents"] = agent_group del group_map["agent"] diff --git a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py index d558e68dbc9..5053de70ebe 100644 --- a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py +++ b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py @@ -50,6 +50,7 @@ - How we can tie all the library components (collectors, modules, replay buffers, and losses) in an off-policy multi-agent MADDPG/IDDPG training loop. """ +import copy ###################################################################### # If you are running this in Google Colab, make sure you install the following dependencies: @@ -126,6 +127,7 @@ # Torch import torch +from tensordict import TensorDictBase # Tensordict modules from tensordict.nn import TensorDictModule, TensorDictSequential @@ -134,7 +136,7 @@ # Data collection from torchrl.collectors import SyncDataCollector from torchrl.data.replay_buffers import ReplayBuffer -from torchrl.data.replay_buffers.samplers import SamplerWithoutReplacement +from torchrl.data.replay_buffers.samplers import RandomSampler from torchrl.data.replay_buffers.storages import LazyTensorStorage # Env @@ -151,7 +153,7 @@ ) # Loss -from torchrl.objectives import ClipPPOLoss, ValueEstimators +from torchrl.objectives import DDPGLoss, SoftUpdate, ValueEstimators # Utils torch.manual_seed(0) @@ -183,21 +185,21 @@ ) # Sampling -frames_per_batch = 6_000 # Number of team frames collected per training iteration +frames_per_batch = 1_000 # Number of team frames collected per training iteration n_iters = 10 # Number of sampling and training iterations total_frames = frames_per_batch * n_iters +# Replay buffer +memory_size = 100_000 + # Training -num_epochs = 30 # Number of optimization steps per training iteration -minibatch_size = 400 # Size of the mini-batches in each optimization step +n_optimizer_steps = 10 # Number of optimization steps per training iteration +train_batch_size = 100 # Size of the mini-batches in each optimization step lr = 3e-4 # Learning rate max_grad_norm = 1.0 # Maximum norm for the gradients -# PPO -clip_epsilon = 0.2 # clip value for PPO loss -gamma = 0.9 # discount factor -lmbda = 0.9 # lambda for generalised advantage estimation -entropy_eps = 1e-4 # coefficient of the entropy term in the PPO loss +# DDPG +gamma = 0.99 # discount factor ###################################################################### # Environment @@ -442,7 +444,7 @@ n_agent_inputs=env.observation_spec[group, "observation"].shape[ -1 ], # n_obs_per_agent - n_agent_outputs=env.action_spec[group, "action"].shape[ + n_agent_outputs=env.full_action_spec[group, "action"].shape[ -1 ], # n_actions_per_agents n_agents=len(agents), # Number of agents in the group @@ -503,6 +505,7 @@ ) policies[group] = policy + exploration_policies = {} for group, _agents in env.group_map.items(): exploration_policy = AdditiveGaussianWrapper( @@ -608,11 +611,14 @@ # We will use the simplest possible data collector, which has the same output as an environment rollout, # with the only difference that it will auto reset done states until the desired frames are collected. # + +agents_exploration_policy = TensorDictSequential(*exploration_policies.values()) + + collector = SyncDataCollector( env, - policy, + agents_exploration_policy, device=device, - storing_device=device, frames_per_batch=frames_per_batch, total_frames=total_frames, ) @@ -630,14 +636,16 @@ # use the collected data online, but using these classes # makes it easy for us to build the inner training loop in a reproducible way. # - -replay_buffer = ReplayBuffer( - storage=LazyTensorStorage( - frames_per_batch, device=device - ), # We store the frames_per_batch collected at each iteration - sampler=SamplerWithoutReplacement(), - batch_size=minibatch_size, # We will sample minibatches of this size -) +replay_buffers = {} +for group, _agents in env.group_map.items(): + replay_buffer = ReplayBuffer( + storage=LazyTensorStorage( + memory_size, device=device + ), # We store the frames_per_batch collected at each iteration + sampler=RandomSampler(), + batch_size=train_batch_size, # We will sample minibatches of this size + ) + replay_buffers[group] = replay_buffer ###################################################################### # Loss function @@ -661,31 +669,39 @@ # Both of these will be used by :class:`ClipPPOLoss` to # return the policy and value losses. # +losses = {} +for group, _agents in env.group_map.items(): + loss_module = DDPGLoss( + actor_network=policies[group], + value_network=critics[group], + delay_value=True, + loss_function="l2", + ) + loss_module.set_keys( + state_action_value=(group, "state_action_value"), + reward=(group, "reward"), + done=(group, "done"), + terminated=(group, "terminated"), + ) -loss_module = ClipPPOLoss( - actor_network=policy, - critic_network=critics["agents"], - clip_epsilon=clip_epsilon, - entropy_coef=entropy_eps, - normalize_advantage=False, # Important to avoid normalizing across the agent dimension -) -loss_module.set_keys( # We have to tell the loss where to find the keys - reward=env.reward_key, - action=env.action_key, - sample_log_prob=("agents", "sample_log_prob"), - value=("agents", "state_value"), - # These last 2 keys will be expanded to match the reward shape - done=("agents", "done"), - terminated=("agents", "terminated"), -) + loss_module.make_value_estimator(ValueEstimators.TD0, gamma=gamma) + losses[group] = loss_module -loss_module.make_value_estimator( - ValueEstimators.GAE, gamma=gamma, lmbda=lmbda -) # We build GAE -GAE = loss_module.value_estimator +target_updaters = {group: SoftUpdate(loss, tau=0.05) for group, loss in losses.items()} + +optimizers = { + group: { + "loss_actor": torch.optim.Adam( + loss.actor_network_params.flatten_keys().values(), lr=lr + ), + "loss_value": torch.optim.Adam( + loss.value_network_params.flatten_keys().values(), lr=lr + ), + } + for group, loss in losses.items() +} -optim = torch.optim.Adam(loss_module.parameters(), lr) ###################################################################### # Training loop @@ -705,66 +721,107 @@ # * Repeat # # - -pbar = tqdm(total=n_iters, desc="episode_reward_mean = 0") - -episode_reward_mean_list = [] -for tensordict_data in collector: - tensordict_data.set( - ("next", "agents", "done"), - tensordict_data.get(("next", "done")) - .unsqueeze(-1) - .expand(tensordict_data.get_item_shape(("next", env.reward_key))), - ) - tensordict_data.set( - ("next", "agents", "terminated"), - tensordict_data.get(("next", "terminated")) - .unsqueeze(-1) - .expand(tensordict_data.get_item_shape(("next", env.reward_key))), - ) - # We need to expand the done and terminated to match the reward shape (this is expected by the value estimator) - - with torch.no_grad(): - GAE( - tensordict_data, - params=loss_module.critic_network_params, - target_params=loss_module.target_critic_network_params, - ) # Compute GAE and add it to the data - - data_view = tensordict_data.reshape(-1) # Flatten the batch size to shuffle data - replay_buffer.extend(data_view) - - for _ in range(num_epochs): - for _ in range(frames_per_batch // minibatch_size): - subdata = replay_buffer.sample() - loss_vals = loss_module(subdata) - - loss_value = ( - loss_vals["loss_objective"] - + loss_vals["loss_critic"] - + loss_vals["loss_entropy"] - ) - - loss_value.backward() - - torch.nn.utils.clip_grad_norm_( - loss_module.parameters(), max_grad_norm - ) # Optional - - optim.step() - optim.zero_grad() - - collector.update_policy_weights_() - - # Logging - done = tensordict_data.get(("next", "agents", "done")) - episode_reward_mean = ( - tensordict_data.get(("next", "agents", "episode_reward"))[done].mean().item() +def get_excluded_keys(group: str): + excluded_keys = [] + for other_group in env.group_map.keys(): + if other_group != group: + excluded_keys += [other_group, ("next", other_group)] + excluded_keys += ["info", (group, "info"), ("next", group, "info")] + return excluded_keys + + +def process_batch(group: str, batch: TensorDictBase) -> TensorDictBase: + keys = list(batch.keys(True, True)) + group_shape = batch.get(group).shape + + nested_done_key = ("next", group, "done") + nested_terminated_key = ("next", group, "terminated") + nested_reward_key = ("next", group, "reward") + + if nested_done_key not in keys: + batch.set( + nested_done_key, + batch.get(("next", "done")).unsqueeze(-1).expand((*group_shape, 1)), + ) + if nested_terminated_key not in keys: + batch.set( + nested_terminated_key, + batch.get(("next", "terminated")).unsqueeze(-1).expand((*group_shape, 1)), + ) + + if nested_reward_key not in keys: + batch.set( + nested_reward_key, + batch.get(("next", "reward")).unsqueeze(-1).expand((*group_shape, 1)), + ) + + return batch + + +pbar = tqdm( + total=n_iters, + desc=", ".join( + [f"episode_reward_mean_{group} = 0" for group in env.group_map.keys()] + ), +) +episode_reward_mean_map = {group: [] for group in env.group_map.keys()} +train_group_map = copy.deepcopy(env.group_map) + +# Training/collection iterations +for iteration, batch in enumerate(collector): + current_frames = batch.numel() + # Loop over groups + for group in train_group_map.keys(): + group_batch = batch.exclude(*get_excluded_keys(group)) + group_batch = process_batch(group, group_batch) + group_batch = group_batch.reshape(-1) + replay_buffers[group].extend(group_batch) + + for _ in range(n_optimizer_steps): + subdata = replay_buffers[group].sample() + loss_vals = losses[group](subdata) + + for loss_name in ["loss_actor", "loss_value"]: + loss = loss_vals[loss_name] + optimizer = optimizers[group][loss_name] + + loss.backward() + + # Optional + params = optimizer.param_groups[0]["params"] + torch.nn.utils.clip_grad_norm_(params, max_grad_norm) + + optimizer.step() + optimizer.zero_grad() + + target_updaters[group].step() + + # Exploration sigma anneal update + exploration_policies[group].step(current_frames) + + # Logging + done = group_batch.get(("next", group, "done")) + episode_reward_mean = ( + group_batch.get(("next", group, "episode_reward"))[done].mean().item() + ) + episode_reward_mean_map[group].append(episode_reward_mean) + + pbar.set_description( + ", ".join( + [ + f"episode_reward_mean_{group} = {episode_reward_mean_map[group][-1]}" + for group in env.group_map.keys() + ] + ), + refresh=False, ) - episode_reward_mean_list.append(episode_reward_mean) - pbar.set_description(f"episode_reward_mean = {episode_reward_mean}", refresh=False) pbar.update() + # If you uncomment this you can stop training a certain group when a condition is met + # (e.g., number of training iterations) + if iteration > 5: + del train_group_map["agent"] + ###################################################################### # Results # ------- @@ -773,10 +830,12 @@ # # To make training last longer, increase the ``n_iters`` hyperparameter. # -plt.plot(episode_reward_mean_list) -plt.xlabel("Training iterations") -plt.ylabel("Reward") -plt.title("Episode reward mean") +fig, axs = plt.subplots(2, 1) +for i, group in enumerate(env.group_map.keys()): + axs[i].plot(episode_reward_mean_map[group]) + axs[i].set_xlabel("Training iterations") + axs[i].set_ylabel("Reward") + axs[i].set_title(f"Episode reward mean {group}") plt.show() ###################################################################### From 947440ee24cf94d1ede48bb9817ad7ef96786e7a Mon Sep 17 00:00:00 2001 From: Matteo Bettini Date: Mon, 1 Apr 2024 19:41:19 +0200 Subject: [PATCH 07/27] amend --- tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py index 5053de70ebe..ea8c54fc59d 100644 --- a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py +++ b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py @@ -819,7 +819,7 @@ def process_batch(group: str, batch: TensorDictBase) -> TensorDictBase: # If you uncomment this you can stop training a certain group when a condition is met # (e.g., number of training iterations) - if iteration > 5: + if iteration == 5: del train_group_map["agent"] ###################################################################### From b87bd446da21330c890e171032684bfb8c6d44e7 Mon Sep 17 00:00:00 2001 From: Matteo Bettini Date: Tue, 2 Apr 2024 08:19:35 +0200 Subject: 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Subject: [PATCH 09/27] amend --- .../multiagent_competitive_ddpg.py | 212 ++++++++++-------- 1 file changed, 121 insertions(+), 91 deletions(-) diff --git a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py index ea8c54fc59d..5a24f80b0f2 100644 --- a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py +++ b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py @@ -22,20 +22,25 @@ In this tutorial, we will use the *simple_tag* environment from the `MADDPG paper `__. This environment is part -of a set called MultiAgentParticleEnvironments (MPE) introduced with the paper. +of a set called `MultiAgentParticleEnvironments (MPE) `__ +introduced with the paper. There are currently multiple simulators providing MPE environments. In this tutorial we show how to train this environment in TorchRL using either: -- `PettingZoo `__, in the classical version of the environment. +- `PettingZoo `__, in the traditional CPU version of the environment; - `VMAS `__, which provides a vectorized implementation in PyTorch, - simulating multiple environments in a GPU batch to speed up computation. + able to simulate multiple environments in a GPU batch to speed up computation. In the *simple_tag* environment, there are two teams of agents: the chasers (or "adversaries") and the evaders (of "agents"). Chasers are rewarded for touching evaders. Upon a contact the team of chasers is collectively rewarded and the evader touched is penalized with the same value. Evaders have higher speed and acceleration than chasers. +The PettingZoo and VMAS versions differ slightly in the reward functions as PettingZoo penalizes evaders for going +out-of-bounds, while VMAS impedes it physically. This is the reason why you will observe that in VMAS the rewards of the +two teams are identical, just with opposite sign, while in PettingZoo the evaders will have lower rewards. + .. figure:: https://pytorch.s3.amazonaws.com/torchrl/github-artifacts/img/simple_tag.gif :alt: Simple tag @@ -43,14 +48,16 @@ Key learnings: -- How to use a competitive multi-agent environment in TorchRL, how their specs work, and how they integrate with the library; -- How to use Parallel PettingZoo environments with multiple groups in TorchRL; -- How to create different multi-agent network architectures in TorchRL (e.g., using parameter sharing, centralized critic) +- How to use competitive multi-agent environments in TorchRL, how their specs work, and how they integrate with the library; +- How to use Parallel PettingZoo and VMAS environments with multiple agent groups in TorchRL; +- How to create different multi-agent network architectures in TorchRL (e.g., using parameter sharing, centralised critic) - How we can use :class:`tensordict.TensorDict` to carry multi-agent multi-group data; - How we can tie all the library components (collectors, modules, replay buffers, and losses) in an off-policy multi-agent MADDPG/IDDPG training loop. """ + import copy +from typing import Dict, List ###################################################################### # If you are running this in Google Colab, make sure you install the following dependencies: @@ -62,42 +69,44 @@ # !pip3 install pettingzoo[mpe]==1.24.3 # !pip3 install tqdm # -# Proximal Policy Optimization (PPO) is a policy-gradient algorithm where a -# batch of data is being collected and directly consumed to train the policy to maximise -# the expected return given some proximality constraints. You can think of it -# as a sophisticated version of `REINFORCE `_, -# the foundational policy-optimization algorithm. For more information, see the -# `Proximal Policy Optimization Algorithms `_ paper. +# Deep Deterministic Policy Gradient (DDPG) is an off-policy actor-critic algorithm +# where a deterministic policy is optimized using the gradients from the critic network. +# For more information, see the `Deep Deterministic Policy Gradients `_ paper. # -# This type of sota-implementations is usually trained *on-policy*. This means that, at every learning iteration, we have a +# This type of algorithm is usually trained *off-policy*. At every learning iteration, we have a # **sampling** and a **training** phase. In the **sampling** phase of iteration :math:`t`, rollouts are collected -# form agents' interactions in the environment using the current policies :math:`\mathbf{\pi}_t`. -# In the **training** phase, all the collected rollouts are immediately fed to the training process to perform -# backpropagation. This leads to updated policies which are then used again for sampling. -# The execution of this process in a loop constitutes *on-policy learning*. -# -# .. figure:: https://pytorch.s3.amazonaws.com/torchrl/github-artifacts/img/on_policy_vmas.png -# :alt: On-policy learning -# -# On-policy learning -# -# -# In the training phase of the PPO algorithm, a *critic* is used to estimate the goodness of the actions -# taken by the policy. The critic learns to approximate the value (mean discounted return) of a specific state. -# The PPO loss then compares the actual return obtained by the policy to the one estimated by the critic to determine -# the advantage of the action taken and guide the policy optimization. -# +# form agents' interactions in the environment using the policies :math:`\mathbf{\pi}_t` and stored in the replay buffer. +# In the **training** phase, rollouts from any time prior and including :math:`t` are sampled from the replay buffer and fed +# to the training process to perform backpropagation. This leads to updated policies which are then used again for sampling. +# It is important to note that, unlike on-policy methods, any policy can be used to collect the data fed to the training phase +# as these methods learn the optimal value function. In fact many users like to prefill their buffer with data from a random policy. +# The execution of this process in a loop constitutes *off-policy learning*. +# +# .. figure:: https://pytorch.s3.amazonaws.com/torchrl/github-artifacts/img/off_policy_training_pettingzoo_vmas.png +# :alt: Off-policy learning +# +# Off-policy learning +# +# In the training phase of the DDPG algorithm, a *critic*, which takes as input the action and state, is used to estimate +# the Q value. This critic is trained using the TD(0) bootstrapping error. +# To train the *actor* (policy), the DDPG loss feeds a state to the actor network, gathers the output action, and feeds +# both state and action to the critic (preserving gradients). Then the loss simply maximizes the critic output, +# backpropagating through both actor and critic. +# +# This approach has been extended to multi-agent learning in ` <>`__, which introduces the Multi Agent DDPG (MADDPG) +# algorithm. # In multi-agent settings, things are a bit different. We now have multiple policies :math:`\mathbf{\pi}`, # one for each agent. Policies are typically local and decentralised. This means that # the policy for a single agent will output an action for that agent based only on its observation. # In the MARL literature, this is referred to as **decentralised execution**. # On the other hand, different formulations exist for the critic, mainly: # -# - In `MAPPO `_ the critic is centralised and takes as input the global state -# of the system. This can be a global observation or simply the concatenation of the agents' observation. MAPPO +# - In `MADDPG <>`_ the critic is centralised and takes as input the global state and global action +# of the system. The global state can be a global observation or simply the concatenation of the agents' observation. +# The global action is the concatenation of agent actions. MADDPG # can be used in contexts where **centralised training** is performed as it needs access to global information. -# - In `IPPO `_ the critic takes as input just the observation of the respective agent, -# exactly like the policy. This allows **decentralised training** as both the critic and the policy will only need local +# - In IDDPG, the critic takes as input just the observation and action of one agent. +# This allows **decentralised training** as both the critic and the policy will only need local # information to compute their outputs. # # Centralised critics help overcome the non-stationary of multiple agents learning concurrently, but, @@ -109,8 +118,8 @@ # # 1. First, we will define a set of hyperparameters we will be using. # -# 2. Next, we will create a vectorized multi-agent environment, using TorchRL's -# wrapper for the VMAS simulator. +# 2. Next, we will create a multi-agent environment, using TorchRL's +# wrapper for PettingZoo or VMAS. # # 3. Next, we will design the policy and the critic networks, discussing the impact of the various choices on # parameter sharing and critic centralisation. @@ -127,6 +136,9 @@ # Torch import torch + +# Utils +from matplotlib import pyplot as plt from tensordict import TensorDictBase # Tensordict modules @@ -154,10 +166,6 @@ # Loss from torchrl.objectives import DDPGLoss, SoftUpdate, ValueEstimators - -# Utils -torch.manual_seed(0) -from matplotlib import pyplot as plt from tqdm import tqdm @@ -185,21 +193,26 @@ ) # Sampling -frames_per_batch = 1_000 # Number of team frames collected per training iteration +frames_per_batch = 1_000 # Number of team frames collected per sampling iteration n_iters = 10 # Number of sampling and training iterations total_frames = frames_per_batch * n_iters +# We will stop training the evaders after this many iterations, +# should be 0 <= iteration_when_stop_training_evaders <= n_iters +iteration_when_stop_training_evaders = n_iters // 2 + # Replay buffer -memory_size = 100_000 +memory_size = 1_000_000 # The replay buffer of each group can store this many frames # Training -n_optimizer_steps = 10 # Number of optimization steps per training iteration -train_batch_size = 100 # Size of the mini-batches in each optimization step +n_optimizer_steps = 100 # Number of optimization steps per training iteration +train_batch_size = 128 # Number of frames trained in each optimizer step lr = 3e-4 # Learning rate max_grad_norm = 1.0 # Maximum norm for the gradients # DDPG -gamma = 0.99 # discount factor +gamma = 0.99 # Discount factor +polyak_tau = 0.005 # Tau for the soft-update of the target network ###################################################################### # Environment @@ -250,7 +263,7 @@ n_evaders = 1 n_obstacles = 2 -use_vmas = False +use_vmas = True if not use_vmas: env = PettingZooEnv( @@ -510,7 +523,7 @@ for group, _agents in env.group_map.items(): exploration_policy = AdditiveGaussianWrapper( policies[group], - annealing_num_steps=100, + annealing_num_steps=total_frames // 2, action_key=(group, "action"), sigma_init=0.9, sigma_end=0.1, @@ -688,7 +701,9 @@ losses[group] = loss_module -target_updaters = {group: SoftUpdate(loss, tau=0.05) for group, loss in losses.items()} +target_updaters = { + group: SoftUpdate(loss, tau=polyak_tau) for group, loss in losses.items() +} optimizers = { group: { @@ -702,6 +717,53 @@ for group, loss in losses.items() } +###################################################################### +# Training utils +# -------------- +# + + +def get_excluded_keys(group: str): + excluded_keys = [] + for other_group in env.group_map.keys(): + if other_group != group: + excluded_keys += [other_group, ("next", other_group)] + excluded_keys += ["info", (group, "info"), ("next", group, "info")] + return excluded_keys + + +def process_batch( + batch: TensorDictBase, group_map: Dict[str, List[str]] +) -> TensorDictBase: + for group in group_map.keys(): + keys = list(batch.keys(True, True)) + group_shape = batch.get(group).shape + + nested_done_key = ("next", group, "done") + nested_terminated_key = ("next", group, "terminated") + nested_reward_key = ("next", group, "reward") + + if nested_done_key not in keys: + batch.set( + nested_done_key, + batch.get(("next", "done")).unsqueeze(-1).expand((*group_shape, 1)), + ) + if nested_terminated_key not in keys: + batch.set( + nested_terminated_key, + batch.get(("next", "terminated")) + .unsqueeze(-1) + .expand((*group_shape, 1)), + ) + + if nested_reward_key not in keys: + batch.set( + nested_reward_key, + batch.get(("next", "reward")).unsqueeze(-1).expand((*group_shape, 1)), + ) + + return batch + ###################################################################### # Training loop @@ -721,42 +783,6 @@ # * Repeat # # -def get_excluded_keys(group: str): - excluded_keys = [] - for other_group in env.group_map.keys(): - if other_group != group: - excluded_keys += [other_group, ("next", other_group)] - excluded_keys += ["info", (group, "info"), ("next", group, "info")] - return excluded_keys - - -def process_batch(group: str, batch: TensorDictBase) -> TensorDictBase: - keys = list(batch.keys(True, True)) - group_shape = batch.get(group).shape - - nested_done_key = ("next", group, "done") - nested_terminated_key = ("next", group, "terminated") - nested_reward_key = ("next", group, "reward") - - if nested_done_key not in keys: - batch.set( - nested_done_key, - batch.get(("next", "done")).unsqueeze(-1).expand((*group_shape, 1)), - ) - if nested_terminated_key not in keys: - batch.set( - nested_terminated_key, - batch.get(("next", "terminated")).unsqueeze(-1).expand((*group_shape, 1)), - ) - - if nested_reward_key not in keys: - batch.set( - nested_reward_key, - batch.get(("next", "reward")).unsqueeze(-1).expand((*group_shape, 1)), - ) - - return batch - pbar = tqdm( total=n_iters, @@ -770,10 +796,10 @@ def process_batch(group: str, batch: TensorDictBase) -> TensorDictBase: # Training/collection iterations for iteration, batch in enumerate(collector): current_frames = batch.numel() + batch = process_batch(batch, env.group_map) # Loop over groups for group in train_group_map.keys(): group_batch = batch.exclude(*get_excluded_keys(group)) - group_batch = process_batch(group, group_batch) group_batch = group_batch.reshape(-1) replay_buffers[group].extend(group_batch) @@ -799,10 +825,14 @@ def process_batch(group: str, batch: TensorDictBase) -> TensorDictBase: # Exploration sigma anneal update exploration_policies[group].step(current_frames) - # Logging - done = group_batch.get(("next", group, "done")) + # Logging + for group in env.group_map.keys(): episode_reward_mean = ( - group_batch.get(("next", group, "episode_reward"))[done].mean().item() + batch.get(("next", group, "episode_reward"))[ + batch.get(("next", group, "done")) + ] + .mean() + .item() ) episode_reward_mean_map[group].append(episode_reward_mean) @@ -819,7 +849,7 @@ def process_batch(group: str, batch: TensorDictBase) -> TensorDictBase: # If you uncomment this you can stop training a certain group when a condition is met # (e.g., number of training iterations) - if iteration == 5: + if iteration == iteration_when_stop_training_evaders: del train_group_map["agent"] ###################################################################### @@ -832,10 +862,10 @@ def process_batch(group: str, batch: TensorDictBase) -> TensorDictBase: # fig, axs = plt.subplots(2, 1) for i, group in enumerate(env.group_map.keys()): - axs[i].plot(episode_reward_mean_map[group]) - axs[i].set_xlabel("Training iterations") + axs[i].plot(episode_reward_mean_map[group], label=f"Episode reward mean {group}") axs[i].set_ylabel("Reward") - axs[i].set_title(f"Episode reward mean {group}") + axs[i].legend() +axs[-1].set_xlabel("Training iterations") plt.show() ###################################################################### From 027dcdccafe732916bdc6864d50f72c03d23d50b Mon Sep 17 00:00:00 2001 From: Matteo Bettini Date: Tue, 2 Apr 2024 14:51:47 +0200 Subject: [PATCH 10/27] amend --- .../multiagent_competitive_ddpg.py | 85 +++++++++---------- 1 file changed, 42 insertions(+), 43 deletions(-) diff --git a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py index 5a24f80b0f2..e15f38aafcc 100644 --- a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py +++ b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py @@ -33,13 +33,11 @@ able to simulate multiple environments in a GPU batch to speed up computation. In the *simple_tag* environment, -there are two teams of agents: the chasers (or "adversaries") and the evaders (of "agents"). +there are two teams of agents: the chasers (or "adversaries") and the evaders (or "agents"). Chasers are rewarded for touching evaders. Upon a contact the team of chasers is collectively rewarded and the evader touched is penalized with the same value. Evaders have higher speed and acceleration than chasers. -The PettingZoo and VMAS versions differ slightly in the reward functions as PettingZoo penalizes evaders for going -out-of-bounds, while VMAS impedes it physically. This is the reason why you will observe that in VMAS the rewards of the -two teams are identical, just with opposite sign, while in PettingZoo the evaders will have lower rewards. + .. figure:: https://pytorch.s3.amazonaws.com/torchrl/github-artifacts/img/simple_tag.gif :alt: Simple tag @@ -56,9 +54,6 @@ """ -import copy -from typing import Dict, List - ###################################################################### # If you are running this in Google Colab, make sure you install the following dependencies: # @@ -71,7 +66,7 @@ # # Deep Deterministic Policy Gradient (DDPG) is an off-policy actor-critic algorithm # where a deterministic policy is optimized using the gradients from the critic network. -# For more information, see the `Deep Deterministic Policy Gradients `_ paper. +# For more information, see the `Deep Deterministic Policy Gradients `_ paper. # # This type of algorithm is usually trained *off-policy*. At every learning iteration, we have a # **sampling** and a **training** phase. In the **sampling** phase of iteration :math:`t`, rollouts are collected @@ -93,15 +88,15 @@ # both state and action to the critic (preserving gradients). Then the loss simply maximizes the critic output, # backpropagating through both actor and critic. # -# This approach has been extended to multi-agent learning in ` <>`__, which introduces the Multi Agent DDPG (MADDPG) -# algorithm. +# This approach has been extended to multi-agent learning in `Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments `__, +# which introduces the Multi Agent DDPG (MADDPG) algorithm. # In multi-agent settings, things are a bit different. We now have multiple policies :math:`\mathbf{\pi}`, # one for each agent. Policies are typically local and decentralised. This means that # the policy for a single agent will output an action for that agent based only on its observation. # In the MARL literature, this is referred to as **decentralised execution**. # On the other hand, different formulations exist for the critic, mainly: # -# - In `MADDPG <>`_ the critic is centralised and takes as input the global state and global action +# - In `MADDPG `_ the critic is centralised and takes as input the global state and global action # of the system. The global state can be a global observation or simply the concatenation of the agents' observation. # The global action is the concatenation of agent actions. MADDPG # can be used in contexts where **centralised training** is performed as it needs access to global information. @@ -133,6 +128,8 @@ # # Let's import our dependencies # +import copy +from typing import Dict, List # Torch import torch @@ -166,6 +163,8 @@ # Loss from torchrl.objectives import DDPGLoss, SoftUpdate, ValueEstimators + +# Utils from tqdm import tqdm @@ -220,41 +219,36 @@ # # Multi-agent environments simulate multiple agents interacting with the world. # TorchRL API allows integrating various types of multi-agent environment flavours. -# Some examples include environments with shared or individual agent rewards, done flags, and observations. -# For more information on how the multi-agent environments API works in TorchRL, you can check out the dedicated -# `doc section `_. -# -# The VMAS simulator, in particular, models agents with individual rewards, info, observations, and actions, but -# with a collective done flag. -# Furthermore, it uses *vectorization* to perform simulation in a batch. -# This means that all its state and physics -# are PyTorch tensors with a first dimension representing the number of parallel environments in a batch. -# This allows leveraging the Single Instruction Multiple Data (SIMD) paradigm of GPUs and significantly -# speed up parallel computation by leveraging parallelisation in GPU warps. It also means -# that, when using it in TorchRL, both simulation and training can be run on-device, without ever passing -# data to the CPU. -# -# The multi-agent task we will solve today is *Navigation* (see animated figure above). -# In *Navigation*, randomly spawned agents -# (circles with surrounding dots) need to navigate -# to randomly spawned goals (smaller circles). -# Agents need to use LIDARs (dots around them) to -# avoid colliding into each other. +# In this tutorial we will focus on environments where multiple agent groups interact in parallel. +# That is: at every step all agents will get an observation and take an action synchronously. +# +# Furthermore, the TorchRL MARL API allows to separate agents into groups. Each group will be a separate entry in the +# tensordict. The data of agents within a group is stacked together. Therefore, by choosing how to group your agents, +# you can decide which data is stacked/kept as separate entries. +# The grouping strategy can be specified at construction in environments like VMAS and PettingZoo. +# For more info on grouping, see :class:`~torchrl.envs.utils.MarlGroupMapType`, +# +# In the *simple_tag* environment, +# there are two teams of agents: the chasers (or "adversaries")(red circles) and the evaders (or "agents")(green circles). +# Chasers are rewarded for touching evaders (+10). +# Upon a contact the team of chasers is collectively rewarded and the +# evader touched is penalized with the same value (-10). +# Evaders have higher speed and acceleration than chasers. +# In the environment there are also obstacles (black circles). +# Agents and obstacles are spawned according to a uniform random distribution. # Agents act in a 2D continuous world with drag and elastic collisions. # Their actions are 2D continuous forces which determine their acceleration. -# The reward is composed of three terms: a collision penalisation, a reward based on the distance to the goal, and a -# final shared reward given when all agents reach their goal. -# The distance-based term is computed as the difference in the relative distance -# between an agent and its goal over two consecutive timesteps. # Each agent observes its position, -# velocity, lidar readings, and relative position to its goal. +# velocity, relative positions to all other agents and obstacles, and velocities of evaders. +# +# The PettingZoo and VMAS versions differ slightly in the reward functions as PettingZoo penalizes evaders for going +# out-of-bounds, while VMAS impedes it physically. This is the reason why you will observe that in VMAS the rewards of the +# two teams are identical, just with opposite sign, while in PettingZoo the evaders will have lower rewards. # # We will now instantiate the environment. -# For this tutorial, we will limit the episodes to ``max_steps``, after which the done flag is set. This is -# functionality is already provided in the VMAS simulator but the TorchRL :class:`~.envs.transforms.StepCount` +# For this tutorial, we will limit the episodes to ``max_steps``, after which the terminated flag is set. This is +# functionality is already provided in the VMAS simulator but the TorchRL :class:`~torchrl.envs.transforms.StepCounter` # transform could alternatively be used. -# We will also use ``num_vmas_envs`` vectorized environments, to leverage batch simulation. -# # max_steps = 100 # Episode steps before done @@ -263,12 +257,12 @@ n_evaders = 1 n_obstacles = 2 -use_vmas = True +use_vmas = True # Set this to True for a great performance speedup if not use_vmas: env = PettingZooEnv( task="simple_tag_v3", - parallel=True, + parallel=True, # Use the Parallel version seed=seed, # Scenario specific continuous_actions=True, @@ -280,7 +274,7 @@ else: num_vmas_envs = ( frames_per_batch // max_steps - ) # Number of vectorized envs. frames_per_batch should be divisible by this number + ) # Number of vectorized envs. frames_per_batch collection will be divided among these environments env = VmasEnv( scenario="simple_tag", num_envs=num_vmas_envs, @@ -864,6 +858,11 @@ def process_batch( for i, group in enumerate(env.group_map.keys()): axs[i].plot(episode_reward_mean_map[group], label=f"Episode reward mean {group}") axs[i].set_ylabel("Reward") + axs[i].axvline( + x=iteration_when_stop_training_evaders, + label="Agent (evader) stop training", + color="orange", + ) axs[i].legend() axs[-1].set_xlabel("Training iterations") plt.show() From fa45dbdbad01e0bd44d946f0c7d23182a810d3f2 Mon Sep 17 00:00:00 2001 From: Matteo Bettini Date: Tue, 2 Apr 2024 15:47:33 +0200 Subject: [PATCH 11/27] up to policy --- .../multiagent_competitive_ddpg.py | 70 +++++++++++-------- 1 file changed, 42 insertions(+), 28 deletions(-) diff --git a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py index e15f38aafcc..d2ae1155258 100644 --- a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py +++ b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py @@ -226,10 +226,10 @@ # tensordict. The data of agents within a group is stacked together. Therefore, by choosing how to group your agents, # you can decide which data is stacked/kept as separate entries. # The grouping strategy can be specified at construction in environments like VMAS and PettingZoo. -# For more info on grouping, see :class:`~torchrl.envs.utils.MarlGroupMapType`, +# For more info on grouping, see :class:`torchrl.envs.utils.MarlGroupMapType` , # -# In the *simple_tag* environment, -# there are two teams of agents: the chasers (or "adversaries")(red circles) and the evaders (or "agents")(green circles). +# In the *simple_tag* environment +# there are two teams of agents: the chasers (or "adversaries") (red circles) and the evaders (or "agents") (green circles). # Chasers are rewarded for touching evaders (+10). # Upon a contact the team of chasers is collectively rewarded and the # evader touched is penalized with the same value (-10). @@ -247,17 +247,17 @@ # # We will now instantiate the environment. # For this tutorial, we will limit the episodes to ``max_steps``, after which the terminated flag is set. This is -# functionality is already provided in the VMAS simulator but the TorchRL :class:`~torchrl.envs.transforms.StepCounter` +# functionality is already provided in the PettingZoo and VMAS simulators but the TorchRL :class:`~torchrl.envs.transforms.StepCounter` # transform could alternatively be used. # -max_steps = 100 # Episode steps before done +max_steps = 100 # Environment steps before done n_chasers = 2 n_evaders = 1 n_obstacles = 2 -use_vmas = True # Set this to True for a great performance speedup +use_vmas = False # Set this to True for a great performance speedup if not use_vmas: env = PettingZooEnv( @@ -274,7 +274,7 @@ else: num_vmas_envs = ( frames_per_batch // max_steps - ) # Number of vectorized envs. frames_per_batch collection will be divided among these environments + ) # Number of vectorized environments. frames_per_batch collection will be divided among these environments env = VmasEnv( scenario="simple_tag", num_envs=num_vmas_envs, @@ -288,15 +288,26 @@ num_landmarks=n_obstacles, ) +###################################################################### +# Group map +# ~~~~~~~~~ +# +# PettingZoo and VMAS environment use the TorchRL MARL grouping API. +# We can access the group map, mapping each group to the agents in it, as follows: +# + +print(f"group_map: {env.group_map}") ###################################################################### +# as we can see it contains 2 groups: "agents" (evaders) and "adversaries" (chasers). +# # The environment is not only defined by its simulator and transforms, but also # by a series of metadata that describe what can be expected during its # execution. # For efficiency purposes, TorchRL is quite stringent when it comes to # environment specs, but you can easily check that your environment specs are # adequate. -# In our example, the :class:`~.envs.libs.vmas.VmasEnv` takes care of setting the proper specs for your env so +# In our example, the simulator wrapper takes care of setting the proper specs for your env, so # you should not have to care about this. # # There are four specs to look at: @@ -304,7 +315,7 @@ # - ``action_spec`` defines the action space; # - ``reward_spec`` defines the reward domain; # - ``done_spec`` defines the done domain; -# - ``observation_spec`` which defines the domain of all other outputs from environmnet steps; +# - ``observation_spec`` which defines the domain of all other outputs from environment steps; # # @@ -315,18 +326,17 @@ ###################################################################### # Using the commands just shown we can access the domain of each value. -# Doing this we can see that all specs apart from done have a leading shape ``(num_vmas_envs, n_agents)``. -# This represents the fact that those values will be present for each agent in each individual environment. -# The done spec, on the other hand, has leading shape ``num_vmas_envs``, representing that done is shared among -# agents. # -# TorchRL has a way to keep track of which MARL specs are shared and which are not. -# In fact, specs that have the additional agent dimension -# (i.e., they vary for each agent) will be contained in a inner "agents" key. +# We can see that all specs are a dictionary where at the root we can always find the group names. +# This structure will be followed in all tensordict data coming and going to the environment. +# Furthermore, the specs of each group have leading shape ``(n_agents_in_that_group)`` (1 for agents, 2 for adversaries), +# meaning that the tensor data of that group will always have that leading shape (agents within a group have the data stacked). # -# As you can see the reward and action spec present the "agent" key, -# meaning that entries in tensordicts belonging to those specs will be nested in an "agents" tensordict, -# grouping all per-agent values. +# Looking at the done_spec, we can see that there are some keys that are outside of agent groups +# (``"done","terminated","truncated"``), which do not have a leading multi-agent dimension. +# These keys are shared by all agents and represent the environment global done state used for resetting. +# By default, like in this case, parallel PettingZoo environments are done when any agent is done, but this behavior +# can be overridden by setting ``done_on_any`` at PettingZoo environment construction. # # To quickly access the keys for each of these values in tensordicts, we can simply ask the environment for the # respective keys, and @@ -343,12 +353,14 @@ # Transforms # ~~~~~~~~~~ # -# We can append any TorchRL transform we need to our enviornment. +# We can append any TorchRL transform we need to our environment. # These will modify its input/output in some desired way. # We stress that, in multi-agent contexts, it is paramount to provide explicitly the keys to modify. # # For example, in this case, we will instantiate a ``RewardSum`` transform which will sum rewards over the episode. -# We will tell this transform where to find the reward key and where to write the summed episode reward. +# We will tell this transform where to find the reset keys for each reward key (essentially we just say that the +# episode reward of each group should be reset when the ``"_reset"`` tensordict key is set, meaning that ``env.reset()`` +# was called. # The transformed environment will inherit # the device and meta-data of the wrapped environment, and transform these depending on the sequence # of transforms it contains. @@ -356,7 +368,9 @@ env = TransformedEnv( env, - RewardSum(reset_keys=["_reset"] * len(env.group_map.keys())), + RewardSum( + in_keys=env.reward_keys, reset_keys=["_reset"] * len(env.group_map.keys()) + ), ) @@ -377,20 +391,20 @@ # n_rollout_steps = 5 rollout = env.rollout(n_rollout_steps) -print("rollout of three steps:", rollout) +print(f"rollout of {n_rollout_steps} steps:", rollout) print("Shape of the rollout TensorDict:", rollout.batch_size) ###################################################################### -# We can see that our rollout has ``batch_size`` of ``(num_vmas_envs, n_rollout_steps)``. -# This means that all the tensors in it will have those leading dimensions. +# We can see that our rollout has ``batch_size`` of ``(n_rollout_steps)``. +# This means that all the tensors in it will have this leading dimension. # # Looking more in depth, we can see that the output tensordict can be divided in the following way: # # - *In the root* (accessible by running ``rollout.exclude("next")`` ) we will find all the keys that are available # after a reset is called at the first timestep. We can see their evolution through the rollout steps by indexing # the ``n_rollout_steps`` dimension. Among these keys, we will find the ones that are different for each agent -# in the ``rollout["agents"]`` tensordict, which will have batch size ``(num_vmas_envs, n_rollout_steps, n_agents)`` -# signifying that it is storing the additional agent dimension. The ones outside this agent tensordict -# will be the shared ones (in this case only done). +# in the ``rollout[group_name]`` tensordicts, which will have batch size ``(n_rollout_steps, n_agents_in_group)`` +# signifying that it is storing the additional agent dimension. The ones outside the group tensordicts +# will be the shared ones. # - *In the next* (accessible by running ``rollout.get("next")`` ). We will find the same structure as the root, # but for keys that are available only after a step. # From f5d48f6ad28c2dbf1f26df626f08503cfec8fffe Mon Sep 17 00:00:00 2001 From: Matteo Bettini Date: Tue, 2 Apr 2024 16:02:11 +0200 Subject: [PATCH 12/27] up to policy --- .../sphinx-tutorials/multiagent_competitive_ddpg.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py index d2ae1155258..ac9ede72c1b 100644 --- a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py +++ b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py @@ -71,7 +71,7 @@ # This type of algorithm is usually trained *off-policy*. At every learning iteration, we have a # **sampling** and a **training** phase. In the **sampling** phase of iteration :math:`t`, rollouts are collected # form agents' interactions in the environment using the policies :math:`\mathbf{\pi}_t` and stored in the replay buffer. -# In the **training** phase, rollouts from any time prior and including :math:`t` are sampled from the replay buffer and fed +# In the **training** phase, rollouts from any time prior and including :math:`t` are randomly sampled from the replay buffer and fed # to the training process to perform backpropagation. This leads to updated policies which are then used again for sampling. # It is important to note that, unlike on-policy methods, any policy can be used to collect the data fed to the training phase # as these methods learn the optimal value function. In fact many users like to prefill their buffer with data from a random policy. @@ -292,7 +292,7 @@ # Group map # ~~~~~~~~~ # -# PettingZoo and VMAS environment use the TorchRL MARL grouping API. +# PettingZoo and VMAS environments use the TorchRL MARL grouping API. # We can access the group map, mapping each group to the agents in it, as follows: # @@ -332,7 +332,7 @@ # Furthermore, the specs of each group have leading shape ``(n_agents_in_that_group)`` (1 for agents, 2 for adversaries), # meaning that the tensor data of that group will always have that leading shape (agents within a group have the data stacked). # -# Looking at the done_spec, we can see that there are some keys that are outside of agent groups +# Looking at the ``done_spec``, we can see that there are some keys that are outside of agent groups # (``"done","terminated","truncated"``), which do not have a leading multi-agent dimension. # These keys are shared by all agents and represent the environment global done state used for resetting. # By default, like in this case, parallel PettingZoo environments are done when any agent is done, but this behavior @@ -358,7 +358,8 @@ # We stress that, in multi-agent contexts, it is paramount to provide explicitly the keys to modify. # # For example, in this case, we will instantiate a ``RewardSum`` transform which will sum rewards over the episode. -# We will tell this transform where to find the reset keys for each reward key (essentially we just say that the +# We will tell this transform where to find the reset keys for each reward key. +# Essentially we just say that the # episode reward of each group should be reset when the ``"_reset"`` tensordict key is set, meaning that ``env.reset()`` # was called. # The transformed environment will inherit From 11e7176f944c97bcfa2131b5e7c0a085a5d84470 Mon Sep 17 00:00:00 2001 From: Matteo Bettini Date: Tue, 2 Apr 2024 18:37:55 +0200 Subject: [PATCH 13/27] amend --- tutorials/sphinx-tutorials/multiagent_ppo.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/tutorials/sphinx-tutorials/multiagent_ppo.py b/tutorials/sphinx-tutorials/multiagent_ppo.py index d7c1f41d1cb..6ed6a7ec735 100644 --- a/tutorials/sphinx-tutorials/multiagent_ppo.py +++ b/tutorials/sphinx-tutorials/multiagent_ppo.py @@ -15,7 +15,7 @@ solve a Multi-Agent Reinforcement Learning (MARL) problem. A code-only version of this tutorial is available in the -`TorchRL examples `__, +`TorchRL examples `__, alongside other simple scripts for many MARL sota-implementations (QMIX, MADDPG, IQL). For ease of use, this tutorial will follow the general structure of the already available @@ -183,7 +183,7 @@ # PPO clip_epsilon = 0.2 # clip value for PPO loss -gamma = 0.9 # discount factor +gamma = 0.99 # discount factor lmbda = 0.9 # lambda for generalised advantage estimation entropy_eps = 1e-4 # coefficient of the entropy term in the PPO loss @@ -262,7 +262,7 @@ # - ``action_spec`` defines the action space; # - ``reward_spec`` defines the reward domain; # - ``done_spec`` defines the done domain; -# - ``observation_spec`` which defines the domain of all other outputs from environmnet steps; +# - ``observation_spec`` which defines the domain of all other outputs from environment steps; # # @@ -301,7 +301,7 @@ # Transforms # ~~~~~~~~~~ # -# We can append any TorchRL transform we need to our enviornment. +# We can append any TorchRL transform we need to our environment. # These will modify its input/output in some desired way. # We stress that, in multi-agent contexts, it is paramount to provide explicitly the keys to modify. # @@ -787,7 +787,7 @@ # - How we can tie all the library components (collectors, modules, replay buffers, and losses) in a multi-agent MAPPO/IPPO training loop. # # Now that you are proficient with multi-agent PPO, you can check out all -# `TorchRL multi-agent examples `__. +# `TorchRL multi-agent examples `__. # These are code-only scripts of many popular MARL sota-implementations such as the ones seen in this tutorial, # QMIX, MADDPG, IQL, and many more! # From 285a1d1db9164366ad31f25e8f576d34e740dc0a Mon Sep 17 00:00:00 2001 From: Matteo Bettini Date: Tue, 2 Apr 2024 18:53:09 +0200 Subject: [PATCH 14/27] finish? --- .../multiagent_competitive_ddpg.py | 281 ++++++++++-------- tutorials/sphinx-tutorials/multiagent_ppo.py | 5 +- 2 files changed, 155 insertions(+), 131 deletions(-) diff --git a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py index ac9ede72c1b..c1f6801d98b 100644 --- a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py +++ b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py @@ -424,26 +424,19 @@ # with the policy you will train yourself! # # To render a rollout, follow the instructions in the *Render* section at the end of this tutorial -# and just remove the line ``policy=policy`` from ``env.rollout()`` . +# and just remove the line ``policy=agents_exploration_policy`` from ``env.rollout()``. # # # Policy # ------ # -# PPO utilises a stochastic policy to handle exploration. This means that our -# neural network will have to output the parameters of a distribution, rather -# than a single value corresponding to the action taken. +# DDPG utilises a deterministic policy. This means that our +# neural network will output the action to take. +# As the action is continuous, we use a Tanh-Delta distribution to respect the +# action space boundaries. The only thing that this class does is apply a Tanh transformation to make sure the action +# is withing the domain bounds. # -# As the data is continuous, we use a Tanh-Normal distribution to respect the -# action space boundaries. TorchRL provides such distribution, and the only -# thing we need to care about is to build a neural network that outputs the -# right number of parameters. -# -# In this case, each agent's action will be represented by a 2-dimensional independent normal distribution. -# For this, our neural network will have to output a mean and a standard deviation for each action. -# Each agent will thus have ``2 * n_actions_per_agents`` outputs. -# -# Another important decision we need to make is whether we want our agents to **share the policy parameters**. +# Another important decision we need to make is whether we want the agents within a team to **share the policy parameters**. # On the one hand, sharing parameters means that they will all share the same policy, which will allow them to benefit from # each other's experiences. This will also result in faster training. # On the other hand, it will make them behaviorally *homogenous*, as they will in fact share the same model. @@ -452,11 +445,14 @@ # # We design the policy in three steps. # -# **First**: define a neural network ``n_obs_per_agent`` -> ``2 * n_actions_per_agents`` +# **First**: define a neural network ``n_obs_per_agent`` -> ``n_actions_per_agents`` # # For this we use the ``MultiAgentMLP``, a TorchRL module made exactly for # multiple agents, with much customisation available. # +# We will define a different policy for each group and store them in a dictionary. +# +# policy_modules = {} for group, agents in env.group_map.items(): @@ -470,72 +466,81 @@ -1 ], # n_actions_per_agents n_agents=len(agents), # Number of agents in the group - centralised=False, # the policies are decentralised (ie each agent will act from its observation) + centralised=False, # the policies are decentralised (i.e., each agent will act from its local observation) share_params=share_parameters_policy, device=device, depth=2, num_cells=256, activation_class=torch.nn.Tanh, ) + + # Wrap the neural network in a :class:`TensorDictModule`. + # This is simply a module that will read the ``in_keys`` from a tensordict, feed them to the + # neural networks, and write the + # outputs in-place at the ``out_keys``. + policy_module = TensorDictModule( policy_net, in_keys=[(group, "observation")], out_keys=[(group, "param")], - ) + ) # We just name the input and output that the network will read and write to the input tensordict policy_modules[group] = policy_module ###################################################################### -# **Second**: wrap the neural network in a :class:`TensorDictModule` -# -# This is simply a module that will read the ``in_keys`` from a tensordict, feed them to the -# neural networks, and write the -# outputs in-place at the ``out_keys``. -# -# Note that we use ``("agents", ...)`` keys as these keys are denoting data with the -# additional ``n_agents`` dimension. +# **Second**: wrap the :class:`TensorDictModule` in a :class:`ProbabilisticActor` # - - -###################################################################### -# **Third**: wrap the :class:`TensorDictModule` in a :class:`ProbabilisticActor` -# -# We now need to build a distribution out of the location and scale of our -# normal distribution. To do so, we instruct the :class:`ProbabilisticActor` -# class to build a :class:`TanhNormal` out of the location and scale +# We now need to build the TanhDelta distribution. +# We instruct the :class:`ProbabilisticActor` +# class to build a :class:`TanhDelta` out of the policy action # parameters. We also provide the minimum and maximum values of this # distribution, which we gather from the environment specs. # # The name of the ``in_keys`` (and hence the name of the ``out_keys`` from # the :class:`TensorDictModule` above) has to end with the -# :class:`TanhNormal` distribution constructor keyword arguments (loc and scale). +# :class:`TanhDelta` distribution constructor keyword arguments (param). # policies = {} for group, _agents in env.group_map.items(): policy = ProbabilisticActor( module=policy_modules[group], - spec=env.action_spec[group, "action"], + spec=env.full_action_spec[group, "action"], in_keys=[(group, "param")], out_keys=[(group, "action")], distribution_class=TanhDelta, distribution_kwargs={ - "min": env.action_spec[group, "action"].space.low, - "max": env.action_spec[group, "action"].space.high, + "min": env.full_action_spec[group, "action"].space.low, + "max": env.full_action_spec[group, "action"].space.high, }, return_log_prob=False, ) policies[group] = policy +###################################################################### +# **Third**: Exploration +# +# Since the DDPG policy is deterministic, we need a way to perform exploration during collection. +# +# For this purpose, we need to append an exploration layer to our policies before passing them to the collector. +# In this case we use a :class:`~torchrl.modules.AdditiveGaussianWrapper`, which adds gaussian noise to our action +# (and clamps it if the noise makes the action out of bounds). +# +# This exploration wrapper uses a ``sigma`` parameter which is multiplied by the noise to determine its magnitude. +# Sigma can be annealed throughout training to reduce exploration. +# Sigma will go from ``sigma_init`` to ``sigma_end`` in ``annealing_num_steps``. +# + exploration_policies = {} for group, _agents in env.group_map.items(): exploration_policy = AdditiveGaussianWrapper( policies[group], - annealing_num_steps=total_frames // 2, + annealing_num_steps=total_frames + // 2, # Number of frames after which sigma is sigma_end action_key=(group, "action"), - sigma_init=0.9, - sigma_end=0.1, + sigma_init=0.9, # Initial value of the sigma + sigma_end=0.1, # Final value of the sigma ) exploration_policies[group] = exploration_policy @@ -544,42 +549,48 @@ # Critic network # -------------- # -# The critic network is a crucial component of the PPO algorithm, even though it -# isn't used at sampling time. This module will read the observations and +# The critic network is a crucial component of the DDPG algorithm, even though it +# isn't used at sampling time. This module will read the observations & actions taken and # return the corresponding value estimates. # -# As before, one should think carefully about the decision of **sharing the critic parameters**. +# As before, one should think carefully about the decision of **sharing the critic parameters** within an agent group. # In general, parameter sharing will grant faster training convergence, but there are a few important # considerations to be made: # # - Sharing is not recommended when agents have different reward functions, as the critics will need to learn # to assign different values to the same state (e.g., in mixed cooperative-competitive settings). +# In this case, since the two groups are already using separate networks, the sharing decision only applies +# for agents within a group, which we already know have the same reward function. # - In decentralised training settings, sharing cannot be performed without additional infrastructure to # synchronise parameters. # # In all other cases where the reward function (to be differentiated from the reward) is the same for all agents -# (as in the current scenario), +# in a group (as in the current scenario), # sharing can provide improved performance. This can come at the cost of homogeneity in the agent strategies. # In general, the best way to know which choice is preferable is to quickly experiment both options. # -# Here is also where we have to choose between **MAPPO and IPPO**: +# Here is also where we have to choose between **MADDPG and IDDPG**: # -# - With MAPPO, we will obtain a central critic with full-observability -# (i.e., it will take all the concatenated agent observations as input). +# - With MADDPG, we will obtain a central critic with full-observability +# (i.e., it will take all the concatenated global agent observations and actions as input). # We can do this because we are in a simulator # and training is centralised. -# - With IPPO, we will have a local decentralised critic, just like the policy. +# - With IDDPG, we will have a local decentralised critic, just like the policy. # -# In any case, the critic output will have shape ``(..., n_agents, 1)``. +# In any case, the critic output will have shape ``(..., n_agents_in_group, 1)``. # If the critic is centralised and shared, -# all the values along the ``n_agents`` dimension will be identical. +# all the values along the ``n_agents_in_group`` dimension will be identical. +# +# As with the policy, we create a critic network for each group and store them in a dictionary. # critics = {} for group, agents in env.group_map.items(): share_parameters_critic = True # Can change for each group - maddpg = True # IDDPG if False + MADDPG = True # IDDPG if False, can change for each group + # This module applies the lambda function: reading the action and observation entries for the group + # and concatenating them in a new ``(group, "obs_action")`` entry cat_module = TensorDictModule( lambda obs, action: torch.cat([obs, action], dim=-1), in_keys=[(group, "observation"), (group, "action")], @@ -589,35 +600,44 @@ critic_module = TensorDictModule( module=MultiAgentMLP( n_agent_inputs=env.observation_spec[group, "observation"].shape[-1] - + env.action_spec[group, "action"].shape[-1], + + env.full_action_spec[group, "action"].shape[-1], n_agent_outputs=1, # 1 value per agent n_agents=len(agents), - centralised=maddpg, + centralised=MADDPG, share_params=share_parameters_critic, device=device, depth=2, num_cells=256, activation_class=torch.nn.Tanh, ), - in_keys=[(group, "obs_action")], - out_keys=[(group, "state_action_value")], + in_keys=[(group, "obs_action")], # Read ``(group, "obs_action")`` + out_keys=[ + (group, "state_action_value") + ], # Write ``(group, "state_action_value")`` ) - critics[group] = TensorDictSequential(cat_module, critic_module) + + critics[group] = TensorDictSequential( + cat_module, critic_module + ) # Run them in sequence ###################################################################### # Let us try our policy and critic modules. As pointed earlier, the usage of # :class:`TensorDictModule` makes it possible to directly read the output # of the environment to run these modules, as they know what information to read -# and where to write it: +# and where to write it. +# +# We can see that after each group's networks are run their output keys are added to the data under the +# group entry. # # **From this point on, the multi-agent-specific components have been instantiated, and we will simply use the same # components as in single-agent learning. Isn't this fantastic?** # +reset_td = env.reset() for group, _agents in env.group_map.items(): print( - f"Running value and policy for group {group}:", - critics[group](policies[group](env.reset())), + f"Running value and policy for group '{group}':", + critics[group](policies[group](reset_td)), ) ###################################################################### @@ -633,10 +653,13 @@ # We will use the simplest possible data collector, which has the same output as an environment rollout, # with the only difference that it will auto reset done states until the desired frames are collected. # +# We need to feed it our exploration policies. Furthermore, to run the policies from all groups as if they were one, +# we put them in a sequence. They will not interfere with each other as each group writes and reads keys in different places. +# +# Put exploration policies from each group in a sequence agents_exploration_policy = TensorDictSequential(*exploration_policies.values()) - collector = SyncDataCollector( env, agents_exploration_policy, @@ -650,22 +673,18 @@ # ------------- # # Replay buffers are a common building piece of off-policy RL sota-implementations. -# In on-policy contexts, a replay buffer is refilled every time a batch of -# data is collected, and its data is repeatedly consumed for a certain number -# of epochs. -# -# Using a replay buffer for PPO is not mandatory and we could simply -# use the collected data online, but using these classes -# makes it easy for us to build the inner training loop in a reproducible way. +# There are many types of buffers, in this tutorial we use a basic buffer to store and sample tensordict +# data randomly. # + replay_buffers = {} for group, _agents in env.group_map.items(): replay_buffer = ReplayBuffer( storage=LazyTensorStorage( memory_size, device=device - ), # We store the frames_per_batch collected at each iteration + ), # We will store up to memory_size multi-agent transitions sampler=RandomSampler(), - batch_size=train_batch_size, # We will sample minibatches of this size + batch_size=train_batch_size, # We will sample batches of this size ) replay_buffers[group] = replay_buffer @@ -673,30 +692,19 @@ # Loss function # ------------- # -# The PPO loss can be directly imported from TorchRL for convenience using the -# :class:`~.objectives.ClipPPOLoss` class. This is the easiest way of utilising PPO: -# it hides away the mathematical operations of PPO and the control flow that +# The DDPG loss can be directly imported from TorchRL for convenience using the +# :class:`~.objectives.DDPGLoss` class. This is the easiest way of utilising DDPG: +# it hides away the mathematical operations of DDPG and the control flow that # goes with it. # -# PPO requires some "advantage estimation" to be computed. In short, an advantage -# is a value that reflects an expectancy over the return value while dealing with -# the bias / variance tradeoff. -# To compute the advantage, one just needs to (1) build the advantage module, which -# utilises our value operator, and (2) pass each batch of data through it before each -# epoch. -# The GAE module will update the input :class:`TensorDict` with new ``"advantage"`` and -# ``"value_target"`` entries. -# The ``"value_target"`` is a gradient-free tensor that represents the empirical -# value that the value network should represent with the input observation. -# Both of these will be used by :class:`ClipPPOLoss` to -# return the policy and value losses. +# It is also possible to have different policies for each group. # losses = {} for group, _agents in env.group_map.items(): loss_module = DDPGLoss( - actor_network=policies[group], + actor_network=policies[group], # Use the non-explorative policies value_network=critics[group], - delay_value=True, + delay_value=True, # Whether to use a target network for the value loss_function="l2", ) loss_module.set_keys( @@ -705,7 +713,6 @@ done=(group, "done"), terminated=(group, "terminated"), ) - loss_module.make_value_estimator(ValueEstimators.TD0, gamma=gamma) losses[group] = loss_module @@ -730,9 +737,18 @@ # Training utils # -------------- # +# We do have to define two helper functions that we will use in the training loop. +# They are very simple and do not contain any important logic. +# +# def get_excluded_keys(group: str): + """ + Return all keys that should be excluded from the tensordict of group `group`. + This removes all keys from other groups and info keys so that we do not store those + in the buffer of group `group`. + """ excluded_keys = [] for other_group in env.group_map.keys(): if other_group != group: @@ -744,14 +760,16 @@ def get_excluded_keys(group: str): def process_batch( batch: TensorDictBase, group_map: Dict[str, List[str]] ) -> TensorDictBase: + """ + If the `(group, "terminated")` and `(group, "done")` keys are not present, create them by expanding + `"terminated"` and `"done"`. + This is needed to present them with the same shape as the reward to the loss. + """ for group in group_map.keys(): keys = list(batch.keys(True, True)) - group_shape = batch.get(group).shape - + group_shape = batch.get_item_shape(group) nested_done_key = ("next", group, "done") nested_terminated_key = ("next", group, "terminated") - nested_reward_key = ("next", group, "reward") - if nested_done_key not in keys: batch.set( nested_done_key, @@ -764,13 +782,6 @@ def process_batch( .unsqueeze(-1) .expand((*group_shape, 1)), ) - - if nested_reward_key not in keys: - batch.set( - nested_reward_key, - batch.get(("next", "reward")).unsqueeze(-1).expand((*group_shape, 1)), - ) - return batch @@ -780,13 +791,14 @@ def process_batch( # We now have all the pieces needed to code our training loop. # The steps include: # -# * Collect data -# * Compute advantage +# * Collect data for all groups +# * Loop over groups +# * Store group data in group buffer # * Loop over epochs -# * Loop over minibatches to compute loss values -# * Back propagate -# * Optimise -# * Repeat +# * Sample from group buffer +# * Compute loss on sampled data +# * Back propagate loss +# * Optimise # * Repeat # * Repeat # * Repeat @@ -805,11 +817,15 @@ def process_batch( # Training/collection iterations for iteration, batch in enumerate(collector): current_frames = batch.numel() - batch = process_batch(batch, env.group_map) + batch = process_batch(batch, env.group_map) # Util to expand done keys if needed # Loop over groups for group in train_group_map.keys(): - group_batch = batch.exclude(*get_excluded_keys(group)) - group_batch = group_batch.reshape(-1) + group_batch = batch.exclude( + *get_excluded_keys(group) + ) # Exclude data from other groups + group_batch = group_batch.reshape( + -1 + ) # This just affects the leading dimensions in batch_size of the tensordict replay_buffers[group].extend(group_batch) for _ in range(n_optimizer_steps): @@ -829,11 +845,16 @@ def process_batch( optimizer.step() optimizer.zero_grad() + # Soft-update the target network target_updaters[group].step() # Exploration sigma anneal update exploration_policies[group].step(current_frames) + # Stop training a certain group when a condition is met (e.g., number of training iterations) + if iteration == iteration_when_stop_training_evaders: + del train_group_map["agent"] + # Logging for group in env.group_map.keys(): episode_reward_mean = ( @@ -856,11 +877,6 @@ def process_batch( ) pbar.update() - # If you uncomment this you can stop training a certain group when a condition is met - # (e.g., number of training iterations) - if iteration == iteration_when_stop_training_evaders: - del train_group_map["agent"] - ###################################################################### # Results # ------- @@ -869,6 +885,7 @@ def process_batch( # # To make training last longer, increase the ``n_iters`` hyperparameter. # + fig, axs = plt.subplots(2, 1) for i, group in enumerate(env.group_map.keys()): axs[i].plot(episode_reward_mean_map[group], label=f"Episode reward mean {group}") @@ -886,14 +903,17 @@ def process_batch( # Render # ------ # +# *Rendering instruction are for VMAS*, aka when running with ``use_vmas=True``. +# # If you are running this in a machine with GUI, you can render the trained policy by running: # # .. code-block:: python # -# with torch.no_grad(): +# from torchrl.envs.utils import ExplorationType, set_exploration_type +# with torch.no_grad(), set_exploration_type(ExplorationType.MODE): # env.rollout( # max_steps=max_steps, -# policy=policy, +# policy=agents_exploration_policy, # callback=lambda env, _: env.render(), # auto_cast_to_device=True, # break_when_any_done=False, @@ -903,9 +923,8 @@ def process_batch( # # .. code-block:: bash # -# !apt-get update -# !apt-get install -y x11-utils -# !apt-get install -y xvfb +# !sudo apt-get update +# !sudo apt-get install python3-opengl xvfb # !pip install pyvirtualdisplay # # .. code-block:: python @@ -914,14 +933,16 @@ def process_batch( # display = pyvirtualdisplay.Display(visible=False, size=(1400, 900)) # display.start() # from PIL import Image +# from torchrl.envs.utils import ExplorationType, set_exploration_type # # def rendering_callback(env, td): # env.frames.append(Image.fromarray(env.render(mode="rgb_array"))) # env.frames = [] -# with torch.no_grad(): +# scenario_name = "simple_tag" +# with torch.no_grad(), set_exploration_type(ExplorationType.MODE): # env.rollout( # max_steps=max_steps, -# policy=policy, +# policy=agents_exploration_policy, # callback=rendering_callback, # auto_cast_to_device=True, # break_when_any_done=False, @@ -945,26 +966,26 @@ def process_batch( # # In this tutorial, we have seen: # -# - How to create a multi-agent environment in TorchRL, how its specs work, and how it integrates with the library; -# - How you use GPU vectorized environments in TorchRL; -# - How to create different multi-agent network architectures in TorchRL (e.g., using parameter sharing, centralised critic) -# - How we can use :class:`tensordict.TensorDict` to carry multi-agent data; -# - How we can tie all the library components (collectors, modules, replay buffers, and losses) in a multi-agent MAPPO/IPPO training loop. +# - How to create a competitive multi-group multi-agent environment in TorchRL, how its specs work, and how it integrates with the library; +# - How to create multi-agent network architectures in TorchRL for multiple groups; +# - How we can use :class:`tensordict.TensorDict` to carry multi-agent multi-group data; +# - How we can tie all the library components (collectors, modules, replay buffers, and losses) in a multi-agent multi-group MADDPG/IDDPG training loop. # -# Now that you are proficient with multi-agent PPO, you can check out all -# `TorchRL multi-agent examples `__. +# Now that you are proficient with multi-agent DDPG, you can check out all +# `TorchRL multi-agent examples `__. # These are code-only scripts of many popular MARL sota-implementations such as the ones seen in this tutorial, # QMIX, MADDPG, IQL, and many more! # -# If you are interested in creating or wrapping your own multi-agent environments in TorchRL, -# you can check out the dedicated -# `doc section `_. +# Also do remember to check out our +# `multi-agent PPO tutorial `__ in VMAS. # # Finally, you can modify the parameters of this tutorial to try many other configurations and scenarios # to become a MARL master. +# +# `PettingZoo `__ and VMAS contain many more scenarios. # Here are a few videos of some possible scenarios you can try in VMAS. # -# .. figure:: https://github.com/matteobettini/vmas-media/blob/main/media/VMAS_scenarios.gif?raw=true +# .. figure:: https://github.com/matteobettini/vmas-media/blob/main/media/vmas_scenarios_more.gif?raw=true # :alt: VMAS scenarios # # Scenarios available in `VMAS `__ diff --git a/tutorials/sphinx-tutorials/multiagent_ppo.py b/tutorials/sphinx-tutorials/multiagent_ppo.py index 6ed6a7ec735..68724d2d538 100644 --- a/tutorials/sphinx-tutorials/multiagent_ppo.py +++ b/tutorials/sphinx-tutorials/multiagent_ppo.py @@ -791,6 +791,9 @@ # These are code-only scripts of many popular MARL sota-implementations such as the ones seen in this tutorial, # QMIX, MADDPG, IQL, and many more! # +# You can also check out our other multi-agent tutorial on how to train competitive +# MADDPG/IDDPG in PettingZoo/VMAS with multiple agent groups `here __. +# # If you are interested in creating or wrapping your own multi-agent environments in TorchRL, # you can check out the dedicated # `doc section `_. @@ -799,7 +802,7 @@ # to become a MARL master. # Here are a few videos of some possible scenarios you can try in VMAS. # -# .. figure:: https://github.com/matteobettini/vmas-media/blob/main/media/VMAS_scenarios.gif?raw=true +# .. figure:: https://github.com/matteobettini/vmas-media/blob/main/media/vmas_scenarios_more.gif.gif?raw=true # :alt: VMAS scenarios # # Scenarios available in `VMAS `__ From b664855f1c620222e26c22161ccdd30625f6a932 Mon Sep 17 00:00:00 2001 From: Matteo Bettini <55539777+matteobettini@users.noreply.github.com> Date: Mon, 22 Apr 2024 11:03:41 +0100 Subject: [PATCH 15/27] Apply suggestions from code review Co-authored-by: Vincent Moens --- .../multiagent_competitive_ddpg.py | 50 +++++++++---------- 1 file changed, 24 insertions(+), 26 deletions(-) diff --git a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py index c1f6801d98b..8a6b715e701 100644 --- a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py +++ b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py @@ -11,11 +11,9 @@ `BenchMARL `__: a benchmarking library where you can train and compare MARL sota-implementations, tasks, and models using TorchRL! -This tutorial demonstrates how to use PyTorch and :py:mod:`torchrl` to +This tutorial demonstrates how to use PyTorch and TorchRL to solve a Competitive Multi-Agent Reinforcement Learning (MARL) problem. -A code-only version of this tutorial is available in the -`TorchRL tutorials `__. For ease of use, this tutorial will follow the general structure of the already available `multi-agent PPO tutorial `__. @@ -30,7 +28,7 @@ - `PettingZoo `__, in the traditional CPU version of the environment; - `VMAS `__, which provides a vectorized implementation in PyTorch, - able to simulate multiple environments in a GPU batch to speed up computation. + able to simulate multiple environments on a GPU to speed up computation. In the *simple_tag* environment, there are two teams of agents: the chasers (or "adversaries") and the evaders (or "agents"). @@ -49,7 +47,7 @@ - How to use competitive multi-agent environments in TorchRL, how their specs work, and how they integrate with the library; - How to use Parallel PettingZoo and VMAS environments with multiple agent groups in TorchRL; - How to create different multi-agent network architectures in TorchRL (e.g., using parameter sharing, centralised critic) -- How we can use :class:`tensordict.TensorDict` to carry multi-agent multi-group data; +- How we can use :class:`~tensordict.TensorDict` to carry multi-agent multi-group data; - How we can tie all the library components (collectors, modules, replay buffers, and losses) in an off-policy multi-agent MADDPG/IDDPG training loop. """ @@ -109,22 +107,22 @@ # In this tutorial, we will be able to train both formulations, and we will also discuss how # parameter-sharing (the practice of sharing the network parameters across the agents) impacts each. # -# This tutorial is structured as follows: +# The structure of this tutorial is as follows: # -# 1. First, we will define a set of hyperparameters we will be using. +# 1. Initially, we will establish a set of hyperparameters for use. # -# 2. Next, we will create a multi-agent environment, using TorchRL's -# wrapper for PettingZoo or VMAS. +# 2. Subsequently, we will construct a multi-agent environment, utilizing TorchRL's +wrapper for either PettingZoo or VMAS. # -# 3. Next, we will design the policy and the critic networks, discussing the impact of the various choices on -# parameter sharing and critic centralisation. +# 3. Following that, we will formulate the policy and critic networks, discussing the effects of various choices on +parameter sharing and critic centralisation. # -# 4. Next, we will create the sampling collector and the replay buffer. +# 4. Afterwards, we will create the sampling collector and the replay buffer. # -# 5. Finally, we will run our training loop and analyse the results. +# 5. In the end, we will execute our training loop and examine the outcomes. # -# If you are running this in Colab or in a machine with a GUI, you will also have the option -# to render and visualise your own trained policy prior and after training. +# If you are operating this in Colab or on a machine with a GUI, you will also have the opportunity +# to render and visualize your own trained policy before and after the training process. # # Let's import our dependencies # @@ -226,7 +224,7 @@ # tensordict. The data of agents within a group is stacked together. Therefore, by choosing how to group your agents, # you can decide which data is stacked/kept as separate entries. # The grouping strategy can be specified at construction in environments like VMAS and PettingZoo. -# For more info on grouping, see :class:`torchrl.envs.utils.MarlGroupMapType` , +# For more info on grouping, see :class:`~torchrl.envs.utils.MarlGroupMapType`. # # In the *simple_tag* environment # there are two teams of agents: the chasers (or "adversaries") (red circles) and the evaders (or "agents") (green circles). @@ -327,13 +325,13 @@ ###################################################################### # Using the commands just shown we can access the domain of each value. # -# We can see that all specs are a dictionary where at the root we can always find the group names. +# We can see that all specs are structured as a dictionary, with the root always containing the group names. # This structure will be followed in all tensordict data coming and going to the environment. # Furthermore, the specs of each group have leading shape ``(n_agents_in_that_group)`` (1 for agents, 2 for adversaries), # meaning that the tensor data of that group will always have that leading shape (agents within a group have the data stacked). # # Looking at the ``done_spec``, we can see that there are some keys that are outside of agent groups -# (``"done","terminated","truncated"``), which do not have a leading multi-agent dimension. +# (``"done", "terminated", "truncated"``), which do not have a leading multi-agent dimension. # These keys are shared by all agents and represent the environment global done state used for resetting. # By default, like in this case, parallel PettingZoo environments are done when any agent is done, but this behavior # can be overridden by setting ``done_on_any`` at PettingZoo environment construction. @@ -394,6 +392,7 @@ rollout = env.rollout(n_rollout_steps) print(f"rollout of {n_rollout_steps} steps:", rollout) print("Shape of the rollout TensorDict:", rollout.batch_size) + ###################################################################### # We can see that our rollout has ``batch_size`` of ``(n_rollout_steps)``. # This means that all the tensors in it will have this leading dimension. @@ -406,8 +405,7 @@ # in the ``rollout[group_name]`` tensordicts, which will have batch size ``(n_rollout_steps, n_agents_in_group)`` # signifying that it is storing the additional agent dimension. The ones outside the group tensordicts # will be the shared ones. -# - *In the next* (accessible by running ``rollout.get("next")`` ). We will find the same structure as the root, -# but for keys that are available only after a step. +# - *In the next* (accessible by running ``rollout.get("next")`` ). We will find the same structure as the root with some minor differences highlighted below. # # In TorchRL the convention is that done and observations will be present in both root and next (as these are # available both at reset time and after a step). Action will only be available in root (as there is no action @@ -474,7 +472,7 @@ activation_class=torch.nn.Tanh, ) - # Wrap the neural network in a :class:`TensorDictModule`. + # Wrap the neural network in a :class:`~tensordict.nn.TensorDictModule`. # This is simply a module that will read the ``in_keys`` from a tensordict, feed them to the # neural networks, and write the # outputs in-place at the ``out_keys``. @@ -488,17 +486,17 @@ ###################################################################### -# **Second**: wrap the :class:`TensorDictModule` in a :class:`ProbabilisticActor` +# **Second**: wrap the :class:`~tensodrdict.nn.TensorDictModule` in a :class:`~torchrl.modules.ProbabilisticActor` # # We now need to build the TanhDelta distribution. -# We instruct the :class:`ProbabilisticActor` -# class to build a :class:`TanhDelta` out of the policy action +# We instruct the :class:`~torchrl.modules.ProbabilisticActor` +# class to build a :class:`~torchrl.modules.TanhDelta` out of the policy action # parameters. We also provide the minimum and maximum values of this # distribution, which we gather from the environment specs. # # The name of the ``in_keys`` (and hence the name of the ``out_keys`` from # the :class:`TensorDictModule` above) has to end with the -# :class:`TanhDelta` distribution constructor keyword arguments (param). +# :class:`~torchrl.modules.TanhDelta` distribution constructor keyword arguments (param). # policies = {} @@ -623,7 +621,7 @@ ###################################################################### # Let us try our policy and critic modules. As pointed earlier, the usage of -# :class:`TensorDictModule` makes it possible to directly read the output +# :class:`~tensordict.nn.TensorDictModule` makes it possible to directly read the output # of the environment to run these modules, as they know what information to read # and where to write it. # From 31cf18e94eb33db022ed1eb172dfe2576ce3d968 Mon Sep 17 00:00:00 2001 From: Matteo Bettini Date: Mon, 22 Apr 2024 11:35:38 +0100 Subject: [PATCH 16/27] review comments and major shortening --- .../multiagent_competitive_ddpg.py | 74 ++++++------------- 1 file changed, 24 insertions(+), 50 deletions(-) diff --git a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py index 8a6b715e701..a931bb25d74 100644 --- a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py +++ b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py @@ -14,9 +14,7 @@ This tutorial demonstrates how to use PyTorch and TorchRL to solve a Competitive Multi-Agent Reinforcement Learning (MARL) problem. - -For ease of use, this tutorial will follow the general structure of the already available -`multi-agent PPO tutorial `__. +For ease of use, this tutorial will follow the general structure of the already available :doc:`/tutorials/multiagent_ppo`. In this tutorial, we will use the *simple_tag* environment from the `MADDPG paper `__. This environment is part @@ -30,14 +28,7 @@ - `VMAS `__, which provides a vectorized implementation in PyTorch, able to simulate multiple environments on a GPU to speed up computation. -In the *simple_tag* environment, -there are two teams of agents: the chasers (or "adversaries") and the evaders (or "agents"). -Chasers are rewarded for touching evaders. Upon a contact the team of chasers is collectively rewarded and the -evader touched is penalized with the same value. Evaders have higher speed and acceleration than chasers. - - - -.. figure:: https://pytorch.s3.amazonaws.com/torchrl/github-artifacts/img/simple_tag.gif +.. figure:: https://github.com/matteobettini/vmas-media/blob/main/media/scenarios/simple_tag.gif?raw=true :alt: Simple tag Multi-agent *simple_tag* scenario @@ -63,29 +54,16 @@ # !pip3 install tqdm # # Deep Deterministic Policy Gradient (DDPG) is an off-policy actor-critic algorithm -# where a deterministic policy is optimized using the gradients from the critic network. +# where a deterministic policy is optimised using the gradients from the critic network. # For more information, see the `Deep Deterministic Policy Gradients `_ paper. +# This kind of algorithm is typicall trained off-policy. For more info on off-policy learning see +# *Sutton, Richard S., and Andrew G. Barto. Reinforcement learning: An introduction. MIT press, 2018*. # -# This type of algorithm is usually trained *off-policy*. At every learning iteration, we have a -# **sampling** and a **training** phase. In the **sampling** phase of iteration :math:`t`, rollouts are collected -# form agents' interactions in the environment using the policies :math:`\mathbf{\pi}_t` and stored in the replay buffer. -# In the **training** phase, rollouts from any time prior and including :math:`t` are randomly sampled from the replay buffer and fed -# to the training process to perform backpropagation. This leads to updated policies which are then used again for sampling. -# It is important to note that, unlike on-policy methods, any policy can be used to collect the data fed to the training phase -# as these methods learn the optimal value function. In fact many users like to prefill their buffer with data from a random policy. -# The execution of this process in a loop constitutes *off-policy learning*. -# -# .. figure:: https://pytorch.s3.amazonaws.com/torchrl/github-artifacts/img/off_policy_training_pettingzoo_vmas.png +# .. figure:: https://hackmd.io/_uploads/HJX9ch7b0.png # :alt: Off-policy learning # # Off-policy learning # -# In the training phase of the DDPG algorithm, a *critic*, which takes as input the action and state, is used to estimate -# the Q value. This critic is trained using the TD(0) bootstrapping error. -# To train the *actor* (policy), the DDPG loss feeds a state to the actor network, gathers the output action, and feeds -# both state and action to the critic (preserving gradients). Then the loss simply maximizes the critic output, -# backpropagating through both actor and critic. -# # This approach has been extended to multi-agent learning in `Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments `__, # which introduces the Multi Agent DDPG (MADDPG) algorithm. # In multi-agent settings, things are a bit different. We now have multiple policies :math:`\mathbf{\pi}`, @@ -112,10 +90,10 @@ # 1. Initially, we will establish a set of hyperparameters for use. # # 2. Subsequently, we will construct a multi-agent environment, utilizing TorchRL's -wrapper for either PettingZoo or VMAS. +# wrapper for either PettingZoo or VMAS. # # 3. Following that, we will formulate the policy and critic networks, discussing the effects of various choices on -parameter sharing and critic centralisation. +# parameter sharing and critic centralisation. # # 4. Afterwards, we will create the sampling collector and the replay buffer. # @@ -127,7 +105,6 @@ # Let's import our dependencies # import copy -from typing import Dict, List # Torch import torch @@ -144,7 +121,7 @@ from torchrl.collectors import SyncDataCollector from torchrl.data.replay_buffers import ReplayBuffer from torchrl.data.replay_buffers.samplers import RandomSampler -from torchrl.data.replay_buffers.storages import LazyTensorStorage +from torchrl.data.replay_buffers.storages import LazyMemmapStorage # Env from torchrl.envs import PettingZooEnv, RewardSum, TransformedEnv @@ -202,8 +179,8 @@ memory_size = 1_000_000 # The replay buffer of each group can store this many frames # Training -n_optimizer_steps = 100 # Number of optimization steps per training iteration -train_batch_size = 128 # Number of frames trained in each optimizer step +n_optimiser_steps = 100 # Number of optimisation steps per training iteration +train_batch_size = 128 # Number of frames trained in each optimiser step lr = 3e-4 # Learning rate max_grad_norm = 1.0 # Maximum norm for the gradients @@ -333,7 +310,7 @@ # Looking at the ``done_spec``, we can see that there are some keys that are outside of agent groups # (``"done", "terminated", "truncated"``), which do not have a leading multi-agent dimension. # These keys are shared by all agents and represent the environment global done state used for resetting. -# By default, like in this case, parallel PettingZoo environments are done when any agent is done, but this behavior +# By default, like in this case, parallel PettingZoo environments are done when any agent is done, but this behaviour # can be overridden by setting ``done_on_any`` at PettingZoo environment construction. # # To quickly access the keys for each of these values in tensordicts, we can simply ask the environment for the @@ -437,7 +414,7 @@ # Another important decision we need to make is whether we want the agents within a team to **share the policy parameters**. # On the one hand, sharing parameters means that they will all share the same policy, which will allow them to benefit from # each other's experiences. This will also result in faster training. -# On the other hand, it will make them behaviorally *homogenous*, as they will in fact share the same model. +# On the other hand, it will make them behaviourally *homogenous*, as they will in fact share the same model. # For this example, we will enable sharing as we do not mind the homogeneity and can benefit from the computational # speed, but it is important to always think about this decision in your own problems! # @@ -678,7 +655,7 @@ replay_buffers = {} for group, _agents in env.group_map.items(): replay_buffer = ReplayBuffer( - storage=LazyTensorStorage( + storage=LazyMemmapStorage( memory_size, device=device ), # We will store up to memory_size multi-agent transitions sampler=RandomSampler(), @@ -719,7 +696,7 @@ group: SoftUpdate(loss, tau=polyak_tau) for group, loss in losses.items() } -optimizers = { +optimisers = { group: { "loss_actor": torch.optim.Adam( loss.actor_network_params.flatten_keys().values(), lr=lr @@ -755,15 +732,13 @@ def get_excluded_keys(group: str): return excluded_keys -def process_batch( - batch: TensorDictBase, group_map: Dict[str, List[str]] -) -> TensorDictBase: +def process_batch(batch: TensorDictBase) -> TensorDictBase: """ If the `(group, "terminated")` and `(group, "done")` keys are not present, create them by expanding `"terminated"` and `"done"`. This is needed to present them with the same shape as the reward to the loss. """ - for group in group_map.keys(): + for group in env.group_map.keys(): keys = list(batch.keys(True, True)) group_shape = batch.get_item_shape(group) nested_done_key = ("next", group, "done") @@ -815,7 +790,7 @@ def process_batch( # Training/collection iterations for iteration, batch in enumerate(collector): current_frames = batch.numel() - batch = process_batch(batch, env.group_map) # Util to expand done keys if needed + batch = process_batch(batch) # Util to expand done keys if needed # Loop over groups for group in train_group_map.keys(): group_batch = batch.exclude( @@ -826,22 +801,22 @@ def process_batch( ) # This just affects the leading dimensions in batch_size of the tensordict replay_buffers[group].extend(group_batch) - for _ in range(n_optimizer_steps): + for _ in range(n_optimiser_steps): subdata = replay_buffers[group].sample() loss_vals = losses[group](subdata) for loss_name in ["loss_actor", "loss_value"]: loss = loss_vals[loss_name] - optimizer = optimizers[group][loss_name] + optimiser = optimisers[group][loss_name] loss.backward() # Optional - params = optimizer.param_groups[0]["params"] + params = optimiser.param_groups[0]["params"] torch.nn.utils.clip_grad_norm_(params, max_grad_norm) - optimizer.step() - optimizer.zero_grad() + optimiser.step() + optimiser.zero_grad() # Soft-update the target network target_updaters[group].step() @@ -974,8 +949,7 @@ def process_batch( # These are code-only scripts of many popular MARL sota-implementations such as the ones seen in this tutorial, # QMIX, MADDPG, IQL, and many more! # -# Also do remember to check out our -# `multi-agent PPO tutorial `__ in VMAS. +# Also do remember to check out our tutorial: :doc:`/tutorials/multiagent_ppo`. # # Finally, you can modify the parameters of this tutorial to try many other configurations and scenarios # to become a MARL master. From e1400c490a313e845ba2fd22333f1b9e279c2854 Mon Sep 17 00:00:00 2001 From: Matteo Bettini Date: Mon, 22 Apr 2024 11:41:31 +0100 Subject: [PATCH 17/27] amend --- tutorials/sphinx-tutorials/multiagent_ppo.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tutorials/sphinx-tutorials/multiagent_ppo.py b/tutorials/sphinx-tutorials/multiagent_ppo.py index 68724d2d538..31f3a567477 100644 --- a/tutorials/sphinx-tutorials/multiagent_ppo.py +++ b/tutorials/sphinx-tutorials/multiagent_ppo.py @@ -802,7 +802,7 @@ # to become a MARL master. # Here are a few videos of some possible scenarios you can try in VMAS. # -# .. figure:: https://github.com/matteobettini/vmas-media/blob/main/media/vmas_scenarios_more.gif.gif?raw=true +# .. figure:: https://github.com/matteobettini/vmas-media/blob/main/media/vmas_scenarios_more.gif?raw=true # :alt: VMAS scenarios # # Scenarios available in `VMAS `__ From 0fe1bf9a357afb15fd70ad07eae087662caf860b Mon Sep 17 00:00:00 2001 From: Matteo Bettini Date: Mon, 22 Apr 2024 11:42:04 +0100 Subject: [PATCH 18/27] amend --- tutorials/sphinx-tutorials/multiagent_ppo.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tutorials/sphinx-tutorials/multiagent_ppo.py b/tutorials/sphinx-tutorials/multiagent_ppo.py index 31f3a567477..3df7461fdda 100644 --- a/tutorials/sphinx-tutorials/multiagent_ppo.py +++ b/tutorials/sphinx-tutorials/multiagent_ppo.py @@ -792,7 +792,7 @@ # QMIX, MADDPG, IQL, and many more! # # You can also check out our other multi-agent tutorial on how to train competitive -# MADDPG/IDDPG in PettingZoo/VMAS with multiple agent groups `here __. +# MADDPG/IDDPG in PettingZoo/VMAS with multiple agent groups: :doc:`/tutorials/multiagent_competitive_ddpg`. # # If you are interested in creating or wrapping your own multi-agent environments in TorchRL, # you can check out the dedicated From 973a8adc9b5720c3e13fffb6a550430b843c5b8d Mon Sep 17 00:00:00 2001 From: Matteo Bettini Date: Mon, 22 Apr 2024 11:42:44 +0100 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a931bb25d74..fb3081677a0 100644 --- a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py +++ b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py @@ -59,7 +59,7 @@ # This kind of algorithm is typicall trained off-policy. For more info on off-policy learning see # *Sutton, Richard S., and Andrew G. Barto. Reinforcement learning: An introduction. MIT press, 2018*. # -# .. figure:: https://hackmd.io/_uploads/HJX9ch7b0.png +# .. figure:: https://github.com/matteobettini/vmas-media/blob/main/media/off-policy-vmas-loop.png?raw=true # :alt: Off-policy learning # # Off-policy learning From d97dd16612874fb6c5722f3adbfb03b5efa0f062 Mon Sep 17 00:00:00 2001 From: Matteo Bettini Date: Mon, 22 Apr 2024 15:43:18 +0100 Subject: [PATCH 21/27] amend --- .../multiagent_competitive_ddpg.py | 21 ++++++------------- 1 file changed, 6 insertions(+), 15 deletions(-) diff --git a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py index fb3081677a0..20b7de28932 100644 --- a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py +++ b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py @@ -718,20 +718,6 @@ # -def get_excluded_keys(group: str): - """ - Return all keys that should be excluded from the tensordict of group `group`. - This removes all keys from other groups and info keys so that we do not store those - in the buffer of group `group`. - """ - excluded_keys = [] - for other_group in env.group_map.keys(): - if other_group != group: - excluded_keys += [other_group, ("next", other_group)] - excluded_keys += ["info", (group, "info"), ("next", group, "info")] - return excluded_keys - - def process_batch(batch: TensorDictBase) -> TensorDictBase: """ If the `(group, "terminated")` and `(group, "done")` keys are not present, create them by expanding @@ -794,7 +780,12 @@ def process_batch(batch: TensorDictBase) -> TensorDictBase: # Loop over groups for group in train_group_map.keys(): group_batch = batch.exclude( - *get_excluded_keys(group) + *[ + key + for _group in env.group_map.keys() + if _group != group + for key in [_group, ("next", _group)] + ] ) # Exclude data from other groups group_batch = group_batch.reshape( -1 From 967d6fa350f9c21c4bf20ba496eb0ca7857de9b9 Mon Sep 17 00:00:00 2001 From: Matteo Bettini Date: Mon, 22 Apr 2024 15:44:02 +0100 Subject: [PATCH 22/27] make advanced --- docs/source/index.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/index.rst b/docs/source/index.rst index dacbb061f16..44b7d406cd2 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -100,7 +100,6 @@ Intermediate :maxdepth: 1 tutorials/multiagent_ppo - tutorials/multiagent_competitive_ddpg tutorials/torchrl_envs tutorials/pretrained_models tutorials/dqn_with_rnn @@ -112,6 +111,7 @@ Advanced .. toctree:: :maxdepth: 1 + tutorials/multiagent_competitive_ddpg tutorials/multi_task tutorials/coding_ddpg tutorials/coding_dqn From 682c4f7d4aeeb43e4c3bf05bcc31b45ababdc1ac Mon Sep 17 00:00:00 2001 From: Matteo Bettini Date: Mon, 22 Apr 2024 15:51:12 +0100 Subject: [PATCH 23/27] amend links --- .../sphinx-tutorials/multiagent_competitive_ddpg.py | 4 ++-- tutorials/sphinx-tutorials/multiagent_ppo.py | 12 ++++-------- 2 files changed, 6 insertions(+), 10 deletions(-) diff --git a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py index 20b7de28932..eadadcd97ae 100644 --- a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py +++ b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py @@ -935,8 +935,8 @@ def process_batch(batch: TensorDictBase) -> TensorDictBase: # - How we can use :class:`tensordict.TensorDict` to carry multi-agent multi-group data; # - How we can tie all the library components (collectors, modules, replay buffers, and losses) in a multi-agent multi-group MADDPG/IDDPG training loop. # -# Now that you are proficient with multi-agent DDPG, you can check out all -# `TorchRL multi-agent examples `__. +# Now that you are proficient with multi-agent DDPG, you can check out all the TorchRL multi-agent implementations in the +# GitHub repository. # These are code-only scripts of many popular MARL sota-implementations such as the ones seen in this tutorial, # QMIX, MADDPG, IQL, and many more! # diff --git a/tutorials/sphinx-tutorials/multiagent_ppo.py b/tutorials/sphinx-tutorials/multiagent_ppo.py index 3df7461fdda..0cdb5b70e22 100644 --- a/tutorials/sphinx-tutorials/multiagent_ppo.py +++ b/tutorials/sphinx-tutorials/multiagent_ppo.py @@ -14,12 +14,8 @@ This tutorial demonstrates how to use PyTorch and :py:mod:`torchrl` to solve a Multi-Agent Reinforcement Learning (MARL) problem. -A code-only version of this tutorial is available in the -`TorchRL examples `__, -alongside other simple scripts for many MARL sota-implementations (QMIX, MADDPG, IQL). - -For ease of use, this tutorial will follow the general structure of the already available -`single agent PPO tutorial `__. +For ease of use, this tutorial will follow the general structure of the already available in: +:doc:`/tutorials/coding_ppo`. It is suggested but not mandatory to get familiar with that prior to starting this tutorial. In this tutorial, we will use the *Navigation* environment from @@ -786,8 +782,8 @@ # - How we can use :class:`tensordict.TensorDict` to carry multi-agent data; # - How we can tie all the library components (collectors, modules, replay buffers, and losses) in a multi-agent MAPPO/IPPO training loop. # -# Now that you are proficient with multi-agent PPO, you can check out all -# `TorchRL multi-agent examples `__. +# Now that you are proficient with multi-agent DDPG, you can check out all the TorchRL multi-agent implementations in the +# GitHub repository. # These are code-only scripts of many popular MARL sota-implementations such as the ones seen in this tutorial, # QMIX, MADDPG, IQL, and many more! # From b3f7d70dfdefbd867b9a076ec05e66847b9e8816 Mon Sep 17 00:00:00 2001 From: Matteo Bettini Date: Mon, 22 Apr 2024 16:17:18 +0100 Subject: [PATCH 24/27] link --- tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py index eadadcd97ae..2b1f4f3bbbf 100644 --- a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py +++ b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py @@ -59,7 +59,7 @@ # This kind of algorithm is typicall trained off-policy. For more info on off-policy learning see # *Sutton, Richard S., and Andrew G. Barto. Reinforcement learning: An introduction. MIT press, 2018*. # -# .. figure:: https://github.com/matteobettini/vmas-media/blob/main/media/off-policy-vmas-loop.png?raw=true +# .. figure:: https://pytorch.s3.amazonaws.com/torchrl/github-artifacts/img/off-policy-vmas-loop-min.png # :alt: Off-policy learning # # Off-policy learning @@ -232,7 +232,7 @@ n_evaders = 1 n_obstacles = 2 -use_vmas = False # Set this to True for a great performance speedup +use_vmas = True # Set this to True for a great performance speedup if not use_vmas: env = PettingZooEnv( @@ -775,6 +775,7 @@ def process_batch(batch: TensorDictBase) -> TensorDictBase: # Training/collection iterations for iteration, batch in enumerate(collector): + break current_frames = batch.numel() batch = process_batch(batch) # Util to expand done keys if needed # Loop over groups From 8d053b7ad91d9051e2838720a84ea3d71ed75797 Mon Sep 17 00:00:00 2001 From: Matteo Bettini Date: Mon, 22 Apr 2024 16:18:25 +0100 Subject: [PATCH 25/27] amend --- tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py index 2b1f4f3bbbf..f4457ab0582 100644 --- a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py +++ b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py @@ -232,7 +232,7 @@ n_evaders = 1 n_obstacles = 2 -use_vmas = True # Set this to True for a great performance speedup +use_vmas = False # Set this to True for a great performance speedup if not use_vmas: env = PettingZooEnv( @@ -775,7 +775,6 @@ def process_batch(batch: TensorDictBase) -> TensorDictBase: # Training/collection iterations for iteration, batch in enumerate(collector): - break current_frames = batch.numel() batch = process_batch(batch) # Util to expand done keys if needed # Loop over groups From 1b3a5363dbd1362b9f2ad3197efc044d4a6056d2 Mon Sep 17 00:00:00 2001 From: Vincent Moens Date: Wed, 24 Apr 2024 10:16:45 +0100 Subject: [PATCH 26/27] amend --- torchrl/record/loggers/csv.py | 5 + .../multiagent_competitive_ddpg.py | 147 ++++++++---------- 2 files changed, 74 insertions(+), 78 deletions(-) diff --git a/torchrl/record/loggers/csv.py b/torchrl/record/loggers/csv.py index dc3aff2ad6b..9e179699bd5 100644 --- a/torchrl/record/loggers/csv.py +++ b/torchrl/record/loggers/csv.py @@ -9,6 +9,7 @@ from pathlib import Path from typing import Dict, Optional, Sequence, Union +import tensordict.utils import torch from tensordict import MemoryMappedTensor @@ -196,3 +197,7 @@ def __repr__(self) -> str: def log_histogram(self, name: str, data: Sequence, **kwargs): raise NotImplementedError("Logging histograms in cvs is not permitted.") + + def print_log_dir(self): + """Prints the log directory content.""" + tensordict.utils.print_directory_tree(self.log_dir) diff --git a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py index c1f6801d98b..0c83086e414 100644 --- a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py +++ b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py @@ -126,9 +126,10 @@ # If you are running this in Colab or in a machine with a GUI, you will also have the option # to render and visualise your own trained policy prior and after training. # -# Let's import our dependencies +# Import our dependencies: # import copy +import tempfile from typing import Dict, List # Torch @@ -144,14 +145,18 @@ # Data collection from torchrl.collectors import SyncDataCollector -from torchrl.data.replay_buffers import ReplayBuffer -from torchrl.data.replay_buffers.samplers import RandomSampler -from torchrl.data.replay_buffers.storages import LazyTensorStorage +from torchrl.data import LazyTensorStorage, RandomSampler, ReplayBuffer # Env -from torchrl.envs import PettingZooEnv, RewardSum, TransformedEnv -from torchrl.envs.libs.vmas import VmasEnv -from torchrl.envs.utils import check_env_specs +from torchrl.envs import ( + check_env_specs, + ExplorationType, + PettingZooEnv, + RewardSum, + set_exploration_type, + TransformedEnv, + VmasEnv, +) # Multi-agent network from torchrl.modules import ( @@ -164,10 +169,11 @@ # Loss from torchrl.objectives import DDPGLoss, SoftUpdate, ValueEstimators +from torchrl.record import CSVLogger, PixelRenderTransform, VideoRecorder + # Utils from tqdm import tqdm - ###################################################################### # Define Hyperparameters # ---------------------- @@ -257,10 +263,10 @@ n_evaders = 1 n_obstacles = 2 -use_vmas = False # Set this to True for a great performance speedup +use_vmas = True # Set this to True for a great performance speedup if not use_vmas: - env = PettingZooEnv( + base_env = PettingZooEnv( task="simple_tag_v3", parallel=True, # Use the Parallel version seed=seed, @@ -275,7 +281,7 @@ num_vmas_envs = ( frames_per_batch // max_steps ) # Number of vectorized environments. frames_per_batch collection will be divided among these environments - env = VmasEnv( + base_env = VmasEnv( scenario="simple_tag", num_envs=num_vmas_envs, continuous_actions=True, @@ -296,7 +302,7 @@ # We can access the group map, mapping each group to the agents in it, as follows: # -print(f"group_map: {env.group_map}") +print(f"group_map: {base_env.group_map}") ###################################################################### # as we can see it contains 2 groups: "agents" (evaders) and "adversaries" (chasers). @@ -307,7 +313,7 @@ # For efficiency purposes, TorchRL is quite stringent when it comes to # environment specs, but you can easily check that your environment specs are # adequate. -# In our example, the simulator wrapper takes care of setting the proper specs for your env, so +# In our example, the simulator wrapper takes care of setting the proper specs for your base_env, so # you should not have to care about this. # # There are four specs to look at: @@ -319,10 +325,10 @@ # # -print("action_spec:", env.full_action_spec) -print("reward_spec:", env.full_reward_spec) -print("done_spec:", env.full_done_spec) -print("observation_spec:", env.observation_spec) +print("action_spec:", base_env.full_action_spec) +print("reward_spec:", base_env.full_reward_spec) +print("done_spec:", base_env.full_done_spec) +print("observation_spec:", base_env.observation_spec) ###################################################################### # Using the commands just shown we can access the domain of each value. @@ -344,9 +350,9 @@ # This info will be useful in order to tell all other TorchRL components where to find each value # -print("action_keys:", env.action_keys) -print("reward_keys:", env.reward_keys) -print("done_keys:", env.done_keys) +print("action_keys:", base_env.action_keys) +print("reward_keys:", base_env.reward_keys) +print("done_keys:", base_env.done_keys) ###################################################################### @@ -368,9 +374,10 @@ # env = TransformedEnv( - env, + base_env, RewardSum( - in_keys=env.reward_keys, reset_keys=["_reset"] * len(env.group_map.keys()) + in_keys=base_env.reward_keys, + reset_keys=["_reset"] * len(base_env.group_map.keys()), ), ) @@ -385,7 +392,7 @@ # Rollout # ~~~~~~~ # -# For fun, let's see what a simple random rollout looks like. You can +# For fun, let us see what a simple random rollout looks like. You can # call `env.rollout(n_steps)` and get an overview of what the environment inputs # and outputs look like. Actions will automatically be drawn at random from the action spec # domain. @@ -881,10 +888,13 @@ def process_batch( # Results # ------- # -# Let's plot the mean reward obtained per episode +# We can plot the mean reward obtained per episode. # # To make training last longer, increase the ``n_iters`` hyperparameter. # +# (when running this script locally, you may need to close the opened window to +# proceed with the rest of the screen). +# fig, axs = plt.subplots(2, 1) for i, group in enumerate(env.group_map.keys()): @@ -905,59 +915,40 @@ def process_batch( # # *Rendering instruction are for VMAS*, aka when running with ``use_vmas=True``. # -# If you are running this in a machine with GUI, you can render the trained policy by running: -# -# .. code-block:: python -# -# from torchrl.envs.utils import ExplorationType, set_exploration_type -# with torch.no_grad(), set_exploration_type(ExplorationType.MODE): -# env.rollout( -# max_steps=max_steps, -# policy=agents_exploration_policy, -# callback=lambda env, _: env.render(), -# auto_cast_to_device=True, -# break_when_any_done=False, -# ) -# -# If you are running this in Google Colab, you can render the trained policy by running: -# -# .. code-block:: bash -# -# !sudo apt-get update -# !sudo apt-get install python3-opengl xvfb -# !pip install pyvirtualdisplay -# -# .. code-block:: python -# -# import pyvirtualdisplay -# display = pyvirtualdisplay.Display(visible=False, size=(1400, 900)) -# display.start() -# from PIL import Image -# from torchrl.envs.utils import ExplorationType, set_exploration_type -# -# def rendering_callback(env, td): -# env.frames.append(Image.fromarray(env.render(mode="rgb_array"))) -# env.frames = [] -# scenario_name = "simple_tag" -# with torch.no_grad(), set_exploration_type(ExplorationType.MODE): -# env.rollout( -# max_steps=max_steps, -# policy=agents_exploration_policy, -# callback=rendering_callback, -# auto_cast_to_device=True, -# break_when_any_done=False, -# ) -# env.frames[0].save( -# f"{scenario_name}.gif", -# save_all=True, -# append_images=env.frames[1:], -# duration=3, -# loop=0, -# ) -# -# from IPython.display import Image -# Image(open(f"{scenario_name}.gif", "rb").read()) -# +# TorchRL offers some utils to record and save rendered videos. You can learn more about these tools +# :ref:`here `. +# +# In the following code-block, we append a transform that will call the :meth:`render` method from the VMAS +# wrapped environment and save the stack of frames to a `mp4` file which location is determined by the custom +# logger `video_logger`. Note that this code may require some external dependencies such as torchvision. +# + +if use_vmas: + # Replace tmpdir with any desired path where the video should be saved + with tempfile.TemporaryDirectory() as tmpdir: + video_logger = CSVLogger("vmas_logs", tmpdir, video_format="mp4") + print("Creating rendering env") + env_with_render = TransformedEnv(env.base_env, env.transform.clone()) + env_with_render = env_with_render.append_transform( + PixelRenderTransform( + out_keys=["pixels"], + # the np.ndarray has a negative stride and needs to be copied before being cast to a tensor + preproc=lambda x: x.copy(), + as_non_tensor=True, + # asking for array rather than on-screen rendering + mode="rgb_array", + ) + ) + env_with_render = env_with_render.append_transform( + VideoRecorder(logger=video_logger, tag="vmas_rendered") + ) + with set_exploration_type(ExplorationType.MODE): + print("Rendering rollout...") + env_with_render.rollout(100, policy=agents_exploration_policy) + print("Saving the video...") + env_with_render.transform.dump() + print("Saved! Saved directory tree:") + video_logger.print_log_dir() ###################################################################### @@ -973,7 +964,7 @@ def process_batch( # # Now that you are proficient with multi-agent DDPG, you can check out all # `TorchRL multi-agent examples `__. -# These are code-only scripts of many popular MARL sota-implementations such as the ones seen in this tutorial, +# These are code-only scripts of many MARL sota-implementations such as the ones seen in this tutorial, # QMIX, MADDPG, IQL, and many more! # # Also do remember to check out our From 7b5785da55c0d1f1479815ac2b5980c5cada3b79 Mon Sep 17 00:00:00 2001 From: Vincent Moens Date: Wed, 24 Apr 2024 10:19:57 +0100 Subject: [PATCH 27/27] amend --- tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py index b14102b1575..e04f9a6e3aa 100644 --- a/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py +++ b/tutorials/sphinx-tutorials/multiagent_competitive_ddpg.py @@ -116,8 +116,7 @@ from torch import multiprocessing from torchrl.collectors import SyncDataCollector -from torchrl.data import LazyMemmapStorage -from torchrl.data import RandomSampler, ReplayBuffer +from torchrl.data import LazyMemmapStorage, RandomSampler, ReplayBuffer from torchrl.envs import ( check_env_specs, @@ -849,8 +848,8 @@ def process_batch(batch: TensorDictBase) -> TensorDictBase: # # To make training last longer, increase the ``n_iters`` hyperparameter. # -# (when running this script locally, you may need to close the opened window to -# proceed with the rest of the screen). +# When running this script locally, you may need to close the opened window to +# proceed with the rest of the screen. # fig, axs = plt.subplots(2, 1)