From cdead3b39816d428302d6471c8b122c2859c1b84 Mon Sep 17 00:00:00 2001 From: mikepratt1 Date: Mon, 13 Nov 2023 17:09:42 +0000 Subject: [PATCH 01/10] added ppo tutorial --- .../training_agents/agilerl_ppo_tutorial.py | 327 ++++++++++++++++++ 1 file changed, 327 insertions(+) create mode 100644 docs/tutorials/training_agents/agilerl_ppo_tutorial.py diff --git a/docs/tutorials/training_agents/agilerl_ppo_tutorial.py b/docs/tutorials/training_agents/agilerl_ppo_tutorial.py new file mode 100644 index 000000000..8cd75c9f5 --- /dev/null +++ b/docs/tutorials/training_agents/agilerl_ppo_tutorial.py @@ -0,0 +1,327 @@ +""" +AgileRL PPO Implementation +========================== + +""" + +# %% +# In this tutorial, we will be training and then deploying an AgileRL PPO agent to beat the +# Gymnasium continuous lunar lander environment. AgileRL is a deep reinforcement learning +# library, focussed on improving the RL training process through evolutionary hyperparameter +# optimisation (HPO), which has resulted in 10x faster HPO compared to other popular deep RL +# libraries. Check out the AgileRL repository for more information about the library. + +# %% +# Dependencies +# ------------ +# + +# %% +# Let's first import a few dependencies we'll need. +# + +# Author: Michael Pratt +# License: MIT License +import torch +from tqdm import trange +import os + +from agilerl.utils.utils import initialPopulation +from agilerl.hpo.tournament import TournamentSelection +from agilerl.hpo.mutation import Mutations +from agilerl.training.train_on_policy import train_on_policy +from agilerl.utils.utils import initialPopulation, makeVectEnvs, printHyperparams +from agilerl.algorithms.ppo import PPO + +# %% +# Defining Hyperparameters +# ------------------------ +# Explain that agilerl needs inital hps defined in a dict at the start + +# Initial hyperparameters +INIT_HP = { + "POPULATION_SIZE": 6, # Population size + "DISCRETE_ACTIONS": False, # Discrete action space + "BATCH_SIZE": 128, # Batch size + "LR": 1e-3, # Learning rate + "GAMMA": 0.99, # Discount factor + "GAE_LAMBDA": 0.95, # Lambda for general advantage estimation + "ACTION_STD_INIT": 0.6, # Initial action standard deviation + "CLIP_COEF": 0.2, # Surrogate clipping coefficient + "ENT_COEF": 0.01, # Entropy coefficient + "VF_COEF": 0.5, # Value function coefficient + "MAX_GRAD_NORM": 0.5, # Maximum norm for gradient clipping + "TARGET_KL": None, # Target KL divergence threshold + "UPDATE_EPOCHS": 4, # Number of policy update epochs + # Swap image channels dimension from last to first [H, W, C] -> [C, H, W] + "CHANNELS_LAST": False, + "EPISODES": 1000, # Number of episodes to train for + "EVO_EPOCHS": 20, # Evolution frequency, i.e. evolve after every 20 episodes + "TARGET_SCORE": 200., # Target score that will beat the environment + "EVO_LOOP": 3, # Number of evalutation episodes + "MAX_STEPS": 500, # Maximum number of steps an agent takes in an environment + } + +# Mutation parameters +MUT_P = { + "NO_MUT": 0.4, # No mutation + "ARCH_MUT": 0.2, # Architecture mutation + "NEW_LAYER": 0.2, # New layer mutation + "PARAMS_MUT": 0.2, # Network parameters mutation + "ACT_MUT": 0.2, # Activation layer mutation + "RL_HP_MUT": 0.2, # Learning HP mutation + "RL_HP_SELECTION": [lr, batch_size], # Learning HPs to choose from + "MUT_SD": 0.1, # Mutation strength + "RAND_SEED": 42, # Random seed + # Define max and min limits for mutating RL hyperparams + "MIN_LR": 0.0001, + "MAX_LR": 0.01, + "MIN_BATCH_SIZE": 8, + "MAX_BATCH_SIZE": 1024, +} +# %% +# Create the Environment +# ---------------------- +# Bit of chat about continuous environment and how PPO can deal with discrete and continuous + +env = makeVectEnvs("LunarLanderContinuous-v2", num_envs=8) # Create environment +try: + state_dim = env.single_observation_space.n # Discrete observation space + one_hot = True # Requires one-hot encoding +except Exception: + state_dim = env.single_observation_space.shape # Continuous observation space + one_hot = False # Does not require one-hot encoding +try: + action_dim = env.single_action_space.n # Discrete action space +except Exception: + action_dim = env.single_action_space.shape[0] # Continuous action space + +if INIT_HP["CHANNELS_LAST"]: # Adjusts dimensions to be in accordance with PyTorch API (C, H, W), used with envs with RGB image states + state_dim = (state_dim[2], state_dim[0], state_dim[1]) + +# %% +# Create a Population of Agents +# ----------------------------- +# Explain here why agilerl needs a population of agents - go into a bit more detail about evolutionary +# hpo works. + +# Set-up the device +device = "cuda" if torch.cuda.is_available() else "cpu" + +# Define the network configuration of a simple mlp with two hidden layers, each with 64 nodes +net_config = {"arch": "mlp", "h_size": [64, 64]} + +# Define a population +pop = initialPopulation( + algo="PPO", # Algorithm + state_dim=state_dim, # State dimension + action_dim=action_dim, # Action dimension + one_hot=one_hot, # One-hot encoding + INIT_HP=INIT_HP, # Initial hyperparameters + population_size=INIT_HP["POPULATION_SIZE"], # Population size + device=device, + ) + +# %% +# Creating Mutations and Tournament objects +# ----------------------------------------- +# Nice segway from previous cell - create mut and tourn objects this will enable the populations to +# mutate, evolve, and then selection of the elit for the next generation of mutations +tournament = TournamentSelection( + INIT_HP["TOURN_SIZE"], + INIT_HP["ELITISM"], + INIT_HP["POP_SIZE"], + INIT_HP["EVO_EPOCHS"], + ) + +mutations = Mutations( + algo=INIT_HP["ALGO"], + no_mutation=MUTATION_PARAMS["NO_MUT"], + architecture=MUTATION_PARAMS["ARCH_MUT"], + new_layer_prob=MUTATION_PARAMS["NEW_LAYER"], + parameters=MUTATION_PARAMS["PARAMS_MUT"], + activation=MUTATION_PARAMS["ACT_MUT"], + rl_hp=MUTATION_PARAMS["RL_HP_MUT"], + rl_hp_selection=MUTATION_PARAMS["RL_HP_SELECTION"], + mutation_sd=MUTATION_PARAMS["MUT_SD"], + arch=NET_CONFIG["arch"], + rand_seed=MUTATION_PARAMS["RAND_SEED"], + device=device, +) + +# %% +# Training and Saving an Agent +# ---------------------------- +# +# Using AgileRL ``train`` function +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# The simplest way to train an AgileRL agent is to use one of the implemented AgileRL train functions. +# Given that PPO is an on-policy algorithm, we can make use of the ``train_on_policy`` function. This +# training function will orchestrate the training and hyperparameter optimisation process, removing the +# the need to implement a training loop and will return a trained population, as well as the associated +# fitnesses (fitness is each agents test scores on the environment). + +trained_pop, pop_fitnesses = train_on_policy( + env=env, + env_name="LunarLanderContinuous-v2", + algo="PPO", + pop=pop, + INIT_HP=INIT_HP, + MUT_P=MUT_P, + swap_channels=INIT_HP["CHANNELS_LAST"], + n_episodes=INIT_HP["EPISODES"], + evo_epochs=INIT_HP["EVO_EPOCHS"], + evo_loop=INIT_HP["EVO_LOOP"] + target=INIT_HP["TARGET_SCORE"], + tournament=tournament, + mutation=mutations, + wb=False, # Boolean flag to record run with Weights & Biases +) + +# Using a custom training loop +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# If you would like to have more control over the training process, it is also possible to write your own custom +# training loops to train your agents. The training loop below is to be used alternatively to the above ``train_on_policy`` +# function and is an example of how you might choose to train an AgileRL agent. + + for episode in trange(INIT_HP["EPISODES"]): + for agent in pop: # Loop through population + state = env.reset()[0] # Reset environment at start of episode + score = 0 + + states = [] + actions = [] + log_probs = [] + rewards = [] + dones = [] + values = [] + + for step in range(max_steps): + if INIT_HP["CHANNELS_LAST"]: + state = np.moveaxis(state, [-1], [-3]) + + # Get next action from agent + action, log_prob, _, value = agent.getAction(state) + next_state, reward, done, trunc, _ = env.step( + action + ) # Act in environment + + states.append(state) + actions.append(action) + log_probs.append(log_prob) + rewards.append(reward) + dones.append(done) + values.append(value) + + state = next_state + score += reward + + if INIT_HP["CHANNELS_LAST"]: + next_state = np.moveaxis(next_state, [-1], [-3]) + + agent.scores.append(score) + + experiences = ( + states, + actions, + log_probs, + rewards, + dones, + values, + next_state, + ) + # Learn according to agent's RL algorithm + agent.learn(experiences) + + agent.steps[-1] += step + 1 + + # Now evolve population if necessary + if (episode + 1) % evo_epochs == 0: + # Evaluate population + fitnesses = [ + agent.test( + env, + swap_channels=INIT_HP["CHANNELS_LAST"], + max_steps=max_steps, + loop=evo_loop, + ) + for agent in pop + ] + + print(f"Episode {episode+1}/{max_episodes}") + print(f'Fitnesses: {["%.2f"%fitness for fitness in fitnesses]}') + print( + f'100 fitness avgs: {["%.2f"%np.mean(agent.fitness[-100:]) for agent in pop]}' + ) + + # Tournament selection and population mutation + elite, pop = tournament.select(pop) + if episode + 1 != INIT_HP["EPISODES"]: + pop = mutations.mutation(pop) + +# Save the trained algorithm +path = "./models/PPO_elite" +filename = "PPO_trained_agent.pt" +os.makedirs(path, exist_ok=True) +save_path = os.path.join(path, filename) +elite.saveCheckpoint(save_path) + + +# %% +# Loading an Agent for Inference +# ------------------------------ +# Once you have trained and saved an agent, you may want to then use your trained agent for inference. Below outlines +# how you would load a saved agent and how it can then be incorporated into a testing loop. + +# Instantiate a PPO object +ppo = PPO(state_dim=state_dim, + action_dim=action_dim, + one_hot=one_hot, + discrete_actions=INIT_HP["DISCRETE_ACTIONS"]) + +# Load in the saved model +ppo.loadCheckpoint(path) + +# Test loop for inference +rewards = [] +testing_eps = 5 +with torch.no_grad(): + + for _ in range(testing_eps): + state = env.reset()[0] # Reset environment at start of episode + score = 0 + + for step in range(INIT_HP["MAX_STEPS"]): + if INIT_HP["CHANNELS_LAST"]: + state = np.moveaxis(state, [-1], [-3]) + + # Get next action from agent + action, *_ = agent.getAction(state) + state, reward, done, trunc, _ = env.step( + action + ) # Act in environment + + score += reward + + if done[0] or trunc[0]: + break + + rewards.append(score) + +mean_fitness = np.mean(rewards) + + + + + + + + + + + + + + + + From 26854dd1f10687eec03f3baedae85ef788aac7bb Mon Sep 17 00:00:00 2001 From: mikepratt1 Date: Thu, 16 Nov 2023 09:21:03 +0000 Subject: [PATCH 02/10] added agilerl tutorials --- .../training_agents/agilerl_ppo_tutorial.py | 488 +++++++++++------- .../agilerl_rainbow_dqn_tutorial.py | 441 ++++++++++++++++ .../training_agents/agilerl_td3_tutorial.py | 460 +++++++++++++++++ 3 files changed, 1195 insertions(+), 194 deletions(-) create mode 100644 docs/tutorials/training_agents/agilerl_rainbow_dqn_tutorial.py create mode 100644 docs/tutorials/training_agents/agilerl_td3_tutorial.py diff --git a/docs/tutorials/training_agents/agilerl_ppo_tutorial.py b/docs/tutorials/training_agents/agilerl_ppo_tutorial.py index 8cd75c9f5..118800484 100644 --- a/docs/tutorials/training_agents/agilerl_ppo_tutorial.py +++ b/docs/tutorials/training_agents/agilerl_ppo_tutorial.py @@ -5,84 +5,105 @@ """ # %% -# In this tutorial, we will be training and then deploying an AgileRL PPO agent to beat the -# Gymnasium continuous lunar lander environment. AgileRL is a deep reinforcement learning -# library, focussed on improving the RL training process through evolutionary hyperparameter -# optimisation (HPO), which has resulted in 10x faster HPO compared to other popular deep RL -# libraries. Check out the AgileRL repository for more information about the library. +# In this tutorial, we will be training and optimising the hyperparameters of a population of PPO agents +# to beat the Gymnasium continuous lunar lander environment. AgileRL is a deep reinforcement learning +# library, focussed on improving the RL training process through evolutionary hyperparameter +# optimisation (HPO), which has resulted in upto 10x faster HPO compared to other popular deep RL +# libraries. Check out the AgileRL github [repository](https://github.com/AgileRL/AgileRL) for +# more information about the library. # %% -# Dependencies +# PPO Overview # ------------ -# +# PPO (proximal policy optimisation) is an on-policy algorithm that uses policy gradient methods +# to directly optimise the policy function, which determines the agent's actions based on the +# environment's state. PPO strikes an effective balance between exploration and exploitation, making +# it robust in learning diverse tasks. # %% -# Let's first import a few dependencies we'll need. +# Dependencies +# ------------ # +import os + +import imageio +import numpy as np + # Author: Michael Pratt # License: MIT License import torch -from tqdm import trange -import os - -from agilerl.utils.utils import initialPopulation -from agilerl.hpo.tournament import TournamentSelection +from agilerl.algorithms.ppo import PPO from agilerl.hpo.mutation import Mutations +from agilerl.hpo.tournament import TournamentSelection from agilerl.training.train_on_policy import train_on_policy -from agilerl.utils.utils import initialPopulation, makeVectEnvs, printHyperparams -from agilerl.algorithms.ppo import PPO +from agilerl.utils.utils import initialPopulation, makeVectEnvs +from PIL import Image, ImageDraw +from tqdm import trange + # %% # Defining Hyperparameters # ------------------------ -# Explain that agilerl needs inital hps defined in a dict at the start +# Before we commence training, it's easiest to define all of our hyperparameters in one dictionary. Below is an example of +# such for the PPO algorithm. Additionally, we also define a mutations parameters dictionary, in which we determine what +# mutations we want to happen, to what extent we want these mutations to occur, and what RL hyperparameters we want to tune. +# Additionally, we also define our upper and lower limits for these hyperparameters to define search spaces. # Initial hyperparameters INIT_HP = { - "POPULATION_SIZE": 6, # Population size - "DISCRETE_ACTIONS": False, # Discrete action space - "BATCH_SIZE": 128, # Batch size - "LR": 1e-3, # Learning rate - "GAMMA": 0.99, # Discount factor - "GAE_LAMBDA": 0.95, # Lambda for general advantage estimation - "ACTION_STD_INIT": 0.6, # Initial action standard deviation - "CLIP_COEF": 0.2, # Surrogate clipping coefficient - "ENT_COEF": 0.01, # Entropy coefficient - "VF_COEF": 0.5, # Value function coefficient - "MAX_GRAD_NORM": 0.5, # Maximum norm for gradient clipping - "TARGET_KL": None, # Target KL divergence threshold - "UPDATE_EPOCHS": 4, # Number of policy update epochs - # Swap image channels dimension from last to first [H, W, C] -> [C, H, W] - "CHANNELS_LAST": False, - "EPISODES": 1000, # Number of episodes to train for - "EVO_EPOCHS": 20, # Evolution frequency, i.e. evolve after every 20 episodes - "TARGET_SCORE": 200., # Target score that will beat the environment - "EVO_LOOP": 3, # Number of evalutation episodes - "MAX_STEPS": 500, # Maximum number of steps an agent takes in an environment - } + "POPULATION_SIZE": 6, # Population size + "DISCRETE_ACTIONS": False, # Discrete action space + "BATCH_SIZE": 128, # Batch size + "LR": 1e-3, # Learning rate + "GAMMA": 0.99, # Discount factor + "GAE_LAMBDA": 0.95, # Lambda for general advantage estimation + "ACTION_STD_INIT": 0.6, # Initial action standard deviation + "CLIP_COEF": 0.2, # Surrogate clipping coefficient + "ENT_COEF": 0.01, # Entropy coefficient + "VF_COEF": 0.5, # Value function coefficient + "MAX_GRAD_NORM": 0.5, # Maximum norm for gradient clipping + "TARGET_KL": None, # Target KL divergence threshold + "UPDATE_EPOCHS": 4, # Number of policy update epochs + # Swap image channels dimension from last to first [H, W, C] -> [C, H, W] + "CHANNELS_LAST": False, # Use with RGB states + "EPISODES": 1000, # Number of episodes to train for + "EVO_EPOCHS": 20, # Evolution frequency, i.e. evolve after every 20 episodes + "TARGET_SCORE": 200.0, # Target score that will beat the environment + "EVO_LOOP": 3, # Number of evaluation episodes + "MAX_STEPS": 5, # Maximum number of steps an agent takes in an environment + "TOURN_SIZE": 2, # Tournament size + "ELITISM": True, # Elitism in tournament selection + "TOURN_SIZE": 2, # Tournament selection size + "ELITISM": True, # Preserve the elite through in the next generation +} # Mutation parameters MUT_P = { - "NO_MUT": 0.4, # No mutation - "ARCH_MUT": 0.2, # Architecture mutation - "NEW_LAYER": 0.2, # New layer mutation - "PARAMS_MUT": 0.2, # Network parameters mutation - "ACT_MUT": 0.2, # Activation layer mutation - "RL_HP_MUT": 0.2, # Learning HP mutation - "RL_HP_SELECTION": [lr, batch_size], # Learning HPs to choose from - "MUT_SD": 0.1, # Mutation strength - "RAND_SEED": 42, # Random seed + # Mutation probabilities + "NO_MUT": 0.4, # No mutation + "ARCH_MUT": 0.2, # Architecture mutation + "NEW_LAYER": 0.2, # New layer mutation + "PARAMS_MUT": 0.2, # Network parameters mutation + "ACT_MUT": 0.2, # Activation layer mutation + "RL_HP_MUT": 0.2, # Learning HP mutation + "RL_HP_SELECTION": ["lr", "batch_size"], # Learning HPs to choose from + "MUT_SD": 0.1, # Mutation strength + "RAND_SEED": 42, # Random seed # Define max and min limits for mutating RL hyperparams - "MIN_LR": 0.0001, - "MAX_LR": 0.01, - "MIN_BATCH_SIZE": 8, - "MAX_BATCH_SIZE": 1024, + "MIN_LR": 0.0001, + "MAX_LR": 0.01, + "MIN_BATCH_SIZE": 8, + "MAX_BATCH_SIZE": 1024, } + # %% # Create the Environment # ---------------------- -# Bit of chat about continuous environment and how PPO can deal with discrete and continuous +# In this particular tutorial, we will be focussing on the Continuous Lunar Lander environment as you can use PPO with +# either discrete or continuous action spaces. The snippet below creates a vectorised environment and then assigns the +# correct values for ``state_dim`` and ``one_hot``, depending on whether the observation or action spaces are discrete +# or continuous. env = makeVectEnvs("LunarLanderContinuous-v2", num_envs=8) # Create environment try: @@ -96,14 +117,18 @@ except Exception: action_dim = env.single_action_space.shape[0] # Continuous action space -if INIT_HP["CHANNELS_LAST"]: # Adjusts dimensions to be in accordance with PyTorch API (C, H, W), used with envs with RGB image states - state_dim = (state_dim[2], state_dim[0], state_dim[1]) +if INIT_HP[ + "CHANNELS_LAST" +]: # Adjusts dimensions to be in accordance with PyTorch API (C, H, W), used with envs with RGB image states + state_dim = (state_dim[2], state_dim[0], state_dim[1]) # %% # Create a Population of Agents # ----------------------------- -# Explain here why agilerl needs a population of agents - go into a bit more detail about evolutionary -# hpo works. +# To perform evolutionary HPO, we require a population of agents. Individuals in this population will share experiences but +# learn individually, allowing us to determine the efficacy of certain hyperparameters. Individuals that learn best +# are more likely to survive until the next generation, and so their hyperparameters are more likely to remain present in the +# population. The sequence of evolution (tournament selection followed by mutation) is detailed further below. # Set-up the device device = "cuda" if torch.cuda.is_available() else "cpu" @@ -113,52 +138,75 @@ # Define a population pop = initialPopulation( - algo="PPO", # Algorithm - state_dim=state_dim, # State dimension - action_dim=action_dim, # Action dimension - one_hot=one_hot, # One-hot encoding - INIT_HP=INIT_HP, # Initial hyperparameters - population_size=INIT_HP["POPULATION_SIZE"], # Population size - device=device, - ) + algo="PPO", # Algorithm + state_dim=state_dim, # State dimension + action_dim=action_dim, # Action dimension + one_hot=one_hot, # One-hot encoding + net_config=net_config, # Network configuration + INIT_HP=INIT_HP, # Initial hyperparameter + population_size=INIT_HP["POPULATION_SIZE"], # Population size + device=device, +) -# %% + +# %% # Creating Mutations and Tournament objects # ----------------------------------------- -# Nice segway from previous cell - create mut and tourn objects this will enable the populations to -# mutate, evolve, and then selection of the elit for the next generation of mutations +# Tournament selection is used to select the agents from a population which will make up the next generation of agents. If +# elitism is used, the best agent from a population is automatically preserved and becomes a member of the next generation. +# Then, for each tournament, k individuals are randomly chosen, and the agent with the best evaluation fitness is preserved. +# This is repeated until the population for the next generation is full. + +# The class ``TournamentSelection()`` defines the functions required for tournament selection. TournamentSelection.select() +# returns the best agent, and the new generation of agents. + tournament = TournamentSelection( - INIT_HP["TOURN_SIZE"], - INIT_HP["ELITISM"], - INIT_HP["POP_SIZE"], - INIT_HP["EVO_EPOCHS"], - ) + INIT_HP["TOURN_SIZE"], + INIT_HP["ELITISM"], + INIT_HP["POPULATION_SIZE"], + INIT_HP["EVO_EPOCHS"], +) + +# %% +# Mutation is periodically used to explore the hyperparameter space, allowing different hyperparameter combinations to be +# trialled during training. If certain hyperparameters prove relatively beneficial to training, then that agent is more +# likely to be preserved in the next generation, and so those characteristics are more likely to remain in the population. + +# The ``Mutations()`` class is used to mutate agents with pre-set probabilities. The available mutations currently implemented are: +# * No mutation +# * Network architecture mutation - adding layers or nodes. Trained weights are reused and new weights are initialized randomly. +# * Network parameters mutation - mutating weights with Gaussian noise. +# * Network activation layer mutation - change of activation layer. +# * RL algorithm mutation - mutation of learning hyperparameter, such as learning rate or batch size. + +# ``Mutations.mutation()`` returns a mutated population. +# Tournament selection and mutation should be applied sequentially to fully evolve a population between evaluation and learning cycles. mutations = Mutations( - algo=INIT_HP["ALGO"], - no_mutation=MUTATION_PARAMS["NO_MUT"], - architecture=MUTATION_PARAMS["ARCH_MUT"], - new_layer_prob=MUTATION_PARAMS["NEW_LAYER"], - parameters=MUTATION_PARAMS["PARAMS_MUT"], - activation=MUTATION_PARAMS["ACT_MUT"], - rl_hp=MUTATION_PARAMS["RL_HP_MUT"], - rl_hp_selection=MUTATION_PARAMS["RL_HP_SELECTION"], - mutation_sd=MUTATION_PARAMS["MUT_SD"], - arch=NET_CONFIG["arch"], - rand_seed=MUTATION_PARAMS["RAND_SEED"], + algo="PPO", + no_mutation=MUT_P["NO_MUT"], + architecture=MUT_P["ARCH_MUT"], + new_layer_prob=MUT_P["NEW_LAYER"], + parameters=MUT_P["PARAMS_MUT"], + activation=MUT_P["ACT_MUT"], + rl_hp=MUT_P["RL_HP_MUT"], + rl_hp_selection=MUT_P["RL_HP_SELECTION"], + mutation_sd=MUT_P["MUT_SD"], + arch=net_config["arch"], + rand_seed=MUT_P["RAND_SEED"], device=device, ) -# %% +# %% # Training and Saving an Agent # ---------------------------- # # Using AgileRL ``train`` function # ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ # The simplest way to train an AgileRL agent is to use one of the implemented AgileRL train functions. -# Given that PPO is an on-policy algorithm, we can make use of the ``train_on_policy`` function. This -# training function will orchestrate the training and hyperparameter optimisation process, removing the -# the need to implement a training loop and will return a trained population, as well as the associated +# Given that PPO is an on-policy algorithm, we can make use of the ``train_on_policy`` function. This +# training function will orchestrate the training and hyperparameter optimisation process, removing the +# the need to implement a training loop. It will return a trained population, as well as the associated # fitnesses (fitness is each agents test scores on the environment). trained_pop, pop_fitnesses = train_on_policy( @@ -171,157 +219,209 @@ swap_channels=INIT_HP["CHANNELS_LAST"], n_episodes=INIT_HP["EPISODES"], evo_epochs=INIT_HP["EVO_EPOCHS"], - evo_loop=INIT_HP["EVO_LOOP"] + evo_loop=INIT_HP["EVO_LOOP"], target=INIT_HP["TARGET_SCORE"], tournament=tournament, mutation=mutations, - wb=False, # Boolean flag to record run with Weights & Biases + wb=False, # Boolean flag to record run with Weights & Biases + # save_elite=True # Boolean flag to save the elite agent in the population ) +# %% # Using a custom training loop # ~~~~~~~~~~~~~~~~~~~~~~~~~~~~ -# If you would like to have more control over the training process, it is also possible to write your own custom +# If you would like to have more control over the training process, it is also possible to write your own custom # training loops to train your agents. The training loop below is to be used alternatively to the above ``train_on_policy`` -# function and is an example of how you might choose to train an AgileRL agent. - - for episode in trange(INIT_HP["EPISODES"]): - for agent in pop: # Loop through population - state = env.reset()[0] # Reset environment at start of episode - score = 0 - - states = [] - actions = [] - log_probs = [] - rewards = [] - dones = [] - values = [] - - for step in range(max_steps): - if INIT_HP["CHANNELS_LAST"]: - state = np.moveaxis(state, [-1], [-3]) - - # Get next action from agent - action, log_prob, _, value = agent.getAction(state) - next_state, reward, done, trunc, _ = env.step( - action - ) # Act in environment - - states.append(state) - actions.append(action) - log_probs.append(log_prob) - rewards.append(reward) - dones.append(done) - values.append(value) - - state = next_state - score += reward +# function and is an example of how you might choose to make use of an AgileRL agent in your own training loop. + +total_steps = 0 +elite = pop[0] # elite variable placeholder +step = 0 # step variable placeholder +next_state = None # next_step variable placeholder + +for episode in trange(INIT_HP["EPISODES"]): + for agent in pop: # Loop through population + state = env.reset()[0] # Reset environment at start of episode + score = 0 + + states = [] + actions = [] + log_probs = [] + rewards = [] + dones = [] + values = [] + for step in range(INIT_HP["MAX_STEPS"]): if INIT_HP["CHANNELS_LAST"]: - next_state = np.moveaxis(next_state, [-1], [-3]) - - agent.scores.append(score) - - experiences = ( - states, - actions, - log_probs, - rewards, - dones, - values, - next_state, - ) - # Learn according to agent's RL algorithm - agent.learn(experiences) - - agent.steps[-1] += step + 1 - - # Now evolve population if necessary - if (episode + 1) % evo_epochs == 0: - # Evaluate population - fitnesses = [ - agent.test( - env, - swap_channels=INIT_HP["CHANNELS_LAST"], - max_steps=max_steps, - loop=evo_loop, - ) - for agent in pop - ] - - print(f"Episode {episode+1}/{max_episodes}") - print(f'Fitnesses: {["%.2f"%fitness for fitness in fitnesses]}') - print( - f'100 fitness avgs: {["%.2f"%np.mean(agent.fitness[-100:]) for agent in pop]}' - ) + state = np.moveaxis(state, [-1], [-3]) + + # Get next action from agent + action, log_prob, _, value = agent.getAction(state) + next_state, reward, done, trunc, _ = env.step(action) # Act in environment + + states.append(state) + actions.append(action) + log_probs.append(log_prob) + rewards.append(reward) + dones.append(done) + values.append(value) - # Tournament selection and population mutation - elite, pop = tournament.select(pop) - if episode + 1 != INIT_HP["EPISODES"]: - pop = mutations.mutation(pop) + state = next_state + score += reward + + if INIT_HP["CHANNELS_LAST"]: + next_state = np.moveaxis(next_state, [-1], [-3]) + + agent.scores.append(score) + + experiences = ( + states, + actions, + log_probs, + rewards, + dones, + values, + next_state, + ) + # Learn according to agent's RL algorithm + agent.learn(experiences) + + agent.steps[-1] += step + 1 + total_steps += step + 1 + + # Now evolve population if necessary + if (episode + 1) % INIT_HP["EVO_EPOCHS"] == 0: + # Evaluate population + fitnesses = [ + agent.test( + env, + swap_channels=INIT_HP["CHANNELS_LAST"], + max_steps=INIT_HP["MAX_STEPS"], + loop=INIT_HP["EVO_LOOP"], + ) + for agent in pop + ] + + fitness = ["%.2f" % fitness for fitness in fitnesses] + avg_fitness = ["%.2f" % np.mean(agent.fitness[-100:]) for agent in pop] + avg_score = ["%.2f" % np.mean(agent.scores[-100:]) for agent in pop] + agents = [agent.index for agent in pop] + num_steps = [agent.steps[-1] for agent in pop] + muts = [agent.mut for agent in pop] + + print( + f""" + --- Epoch {episode + 1} --- + Fitness:\t\t{fitness} + 100 fitness avgs:\t{avg_fitness} + 100 score avgs:\t{avg_score} + Agents:\t\t{agents} + Steps:\t\t{num_steps} + Mutations:\t\t{muts} + """, + end="\r", + ) + + # Tournament selection and population mutation + elite, pop = tournament.select(pop) + pop = mutations.mutation(pop) # Save the trained algorithm -path = "./models/PPO_elite" +path = "/models/PPO_elite" filename = "PPO_trained_agent.pt" os.makedirs(path, exist_ok=True) save_path = os.path.join(path, filename) elite.saveCheckpoint(save_path) -# %% -# Loading an Agent for Inference -# ------------------------------ +# %% +# Loading an Agent for Inference and Rendering your Solved Environment +# -------------------------------------------------------------------- # Once you have trained and saved an agent, you may want to then use your trained agent for inference. Below outlines -# how you would load a saved agent and how it can then be incorporated into a testing loop. +# how you would load a saved agent and how it can then be used in a testing loop. + +# %% +# Load agent +# ~~~~~~~~~~ # Instantiate a PPO object -ppo = PPO(state_dim=state_dim, - action_dim=action_dim, - one_hot=one_hot, - discrete_actions=INIT_HP["DISCRETE_ACTIONS"]) +ppo = PPO( + state_dim=state_dim, + action_dim=action_dim, + one_hot=one_hot, + discrete_actions=INIT_HP["DISCRETE_ACTIONS"], +) # Load in the saved model ppo.loadCheckpoint(path) +# %% +# Define function to label image with episode number +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# The below function adds the episode number to associated image frames and will allow us to see how the agent performed in +# each episode. + + +def label_frame(frame, episode_num): + im = Image.fromarray(frame) + + drawer = ImageDraw.Draw(im) + + if np.mean(frame) < 128: + text_color = (255, 255, 255) + else: + text_color = (0, 0, 0) + drawer.text( + (im.size[0] / 20, im.size[1] / 18), f"Episode: {episode_num+1}", fill=text_color + ) + + return im + + +# %% # Test loop for inference +# ~~~~~~~~~~~~~~~~~~~~~~~ rewards = [] +frames = [] testing_eps = 5 with torch.no_grad(): - - for _ in range(testing_eps): + for ep in range(testing_eps): state = env.reset()[0] # Reset environment at start of episode score = 0 for step in range(INIT_HP["MAX_STEPS"]): + # If your state is an RGB image if INIT_HP["CHANNELS_LAST"]: state = np.moveaxis(state, [-1], [-3]) # Get next action from agent - action, *_ = agent.getAction(state) - state, reward, done, trunc, _ = env.step( - action - ) # Act in environment + action, *_ = ppo.getAction(state) + + # Save the frame for this step and append to frames list + frame = env.render() + frames.append(label_frame(frame, episode_num=ep)) + # Take the action in the environment + state, reward, done, trunc, _ = env.step(action) # Act in environment + + # Collect the score score += reward + # Break if environment 0 is done or truncated if done[0] or trunc[0]: break - rewards.append(score) - -mean_fitness = np.mean(rewards) - - - - - - - - - - - - - - + # Collect and print episodic reward + rewards.append(score) + print("-" * 15, f"Episode: {ep}", "-" * 15) + print("Episodic Reward: ", rewards[-1]) + env.close() +# %% +# Save the gif +# ~~~~~~~~~~~~ +gif_path = "./videos/" +os.makedirs(gif_path, exist_ok=True) +imageio.mimwrite(os.path.join("./videos/", "ppo_lunar_lander.gif"), frames, duration=10) +mean_fitness = np.mean(rewards) diff --git a/docs/tutorials/training_agents/agilerl_rainbow_dqn_tutorial.py b/docs/tutorials/training_agents/agilerl_rainbow_dqn_tutorial.py new file mode 100644 index 000000000..e69ebf40e --- /dev/null +++ b/docs/tutorials/training_agents/agilerl_rainbow_dqn_tutorial.py @@ -0,0 +1,441 @@ +""" +AgileRL Rainbow-DQN Implementation +================================== + +""" + +# %% +# In this tutorial, we will be training a single Rainbow-DQN agent (without HPO) to beat the +# Gymnasium Classic Control Mountain Car environment. AgileRL is a deep reinforcement learning +# library, focussed on improving the RL training process through evolutionary hyperparameter +# optimisation (HPO), which has resulted in upto 10x faster HPO compared to other popular deep RL +# libraries. Check out the AgileRL github [repository](https://github.com/AgileRL/AgileRL) for +# more information about the library. + +# %% +# Rainbow-DQN Overview +# ------------ +# Rainbow DQN is an extension of DQN that integrates multiple improvements and techniques to achieve +# state-of-the-art performance. These improvements include: + +# * Double DQN (DDQN): Addresses the overestimation bias of Q-values by using two networks to decouple +# the selection and evaluation of the action in the Q-learning target. +# * Prioritized Experience Replay: Instead of uniformly sampling from the replay buffer, it samples more +# important transitions more frequently based on the magnitude of their temporal difference (TD) error. +# * Dueling Networks: Splits the Q-network into two separate streams — one for estimating the state value +# function and another for estimating the advantages for each action. They are then combined to produce +# Q-values. +# * Multi-step Learning (n-step returns): Instead of using just the immediate reward for learning, it uses +# multi-step returns which consider a sequence of future rewards. +# * Distributional RL: Instead of estimating the expected value of the cumulative future reward, it predicts +# the entire distribution of the cumulative future reward. +# * Noisy Nets: Adds noise directly to the weights of the network, providing a way to explore the environment +# without the need for epsilon-greedy exploration. +# * Categorical DQN (C51): A specific form of distributional RL where the continuous range of possible +# cumulative future rewards is discretized into a fixed set of categories. +# + + +# %% +# Dependencies +# ------------ +# + +import os + +import imageio +import numpy as np + +# Author: Michael Pratt +# License: MIT License +import torch +from agilerl.algorithms.rainbow_dqn import RainbowDQN +from agilerl.components.replay_buffer import ( + MultiStepReplayBuffer, + PrioritizedReplayBuffer, +) +from agilerl.training.train import train +from agilerl.utils.utils import calculate_vectorized_scores, makeVectEnvs +from PIL import Image, ImageDraw +from tqdm import trange + + +# %% +# Defining Hyperparameters +# ------------------------ +# Before we commence training, it's easiest to define all of our hyperparameters in one dictionary. Below is an example of +# such for the Rainbow-DQN algorithm. Additionally, we also define a mutations parameters dictionary, in which we determine what +# mutations we want to happen, to what extent we want these mutations to occur, and what RL hyperparameters we want to tune. +# For this example, we are training a single agent without hyperparameter optimisation, so we will not be performing mutations +# or tournament selection like we have in our other tutorials where we have. As this is the case, we do not need to define a +# mutatinos parameters dictionary. + +# Initial hyperparameters +INIT_HP = { + "POPULATION_SIZE": 1, # Population size + "DISCRETE_ACTIONS": False, # Discrete action space + "BATCH_SIZE": 128, # Batch size + "LR": 0.001, # Learning rate + "GAMMA": 0.99, # Discount factor + "MEMORY_SIZE": 100_000, # Max memory buffer size + "POLICY_FREQ": 2, # Policy network update frequency + "LEARN_STEP": 1, # Learning frequency + "N_STEP": 3, # Step number to calculate td error + "PER": True, # Use prioritized experience replay buffer + "ALPHA": 0.6, # Prioritized replay buffer parameter + "BETA": 0.4, # Importance sampling coefficient + "TAU": 0.001, # For soft update of target parameters + "PRIOR_EPS": 0.000001, # Minimum priority for sampling + "NUM_ATOMS": 51, # Unit number of support + "V_MIN": 0.0, # Minimum value of support + "V_MAX": 200.0, # Maximum value of support + "NOISY": True, # Add noise directly to the weights of the network + # Swap image channels dimension from last to first [H, W, C] -> [C, H, W] + "CHANNELS_LAST": False, # Use with RGB states + "EPISODES": 1000, # Number of episodes to train for + "EVO_EPOCHS": 20, # Evolution frequency, i.e. evolve after every 20 episodes + "TARGET_SCORE": 200.0, # Target score that will beat the environment + "EVO_LOOP": 3, # Number of evaluation episodes + "MAX_STEPS": 500, # Maximum number of steps an agent takes in an environment + "TOURN_SIZE": 2, # Tournament size + "ELITISM": True, # Elitism in tournament selection +} + +# %% +# Create the Environment +# ---------------------- +# In this particular tutorial, we will be focussing on the Mountair Car environment as Rainbow-DQN can only be +# used with discrete action environments. The snippet below creates a vectorised environment and then assigns the +# correct values for ``state_dim`` and ``one_hot``, depending on whether the observation or action spaces are discrete +# or continuous. + +env = makeVectEnvs("MountainCar-v0", num_envs=8) # Create environment +try: + state_dim = env.single_observation_space.n # Discrete observation space + one_hot = True # Requires one-hot encoding +except Exception: + state_dim = env.single_observation_space.shape # Continuous observation space + one_hot = False # Does not require one-hot encoding +try: + action_dim = env.single_action_space.n # Discrete action space +except Exception: + action_dim = env.single_action_space.shape[0] # Continuous action space + +if INIT_HP[ + "CHANNELS_LAST" +]: # Adjusts dimensions to be in accordance with PyTorch API (C, H, W), used with envs with RGB image states + state_dim = (state_dim[2], state_dim[0], state_dim[1]) + +# %% +# Instantiate an Agent +# ----------------------------- + +# Set-up the device +device = "cuda" if torch.cuda.is_available() else "cpu" + +# Define the network configuration of a simple mlp with two hidden layers, each with 64 nodes +net_config = {"arch": "mlp", "h_size": [64, 64]} + +# Define a Rainbow-DQN agent +rainbow_dqn = RainbowDQN( + state_dim=state_dim, + action_dim=action_dim, + one_hot=one_hot, + net_config=net_config, + batch_size=INIT_HP["BATCH_SIZE"], + lr=INIT_HP["LR"], + learn_step=INIT_HP["LEARN_STEP"], + gamma=INIT_HP["GAMMA"], + tau=INIT_HP["TAU"], + beta=INIT_HP["BETA"], + n_step=INIT_HP["N_STEP"], + device=device, +) + + +# %% +# Experience Replay +# ----------------- +# In order to efficiently train a population of RL agents, off-policy algorithms must be used to share memory within populations. +# This reduces the exploration needed by an individual agent because it allows faster learning from the behaviour of other agents. +# For example, if you were able to watch a bunch of people attempt to solve a maze, you could learn from their mistakes and successes +# without necessarily having to explore the entire maze yourself. + +# As mentioned in the summary of the algorithm , RainbowDQN makes use of an additional prioritised replay buffer and multi-step learning +# however, when training a population of agents, we recommend just using the standard AgileRL ``ReplayBuffer``. Due to the fact that replay +# buffers are shared between all agents, you will only see the advantage of using these additional features when training a single Rainbow-DQN +# agent without HPO. In this tutorial, we will make use of both prioritised exerience replay and multi-step learning since we are not training +# a population of agents. Below is how you would define your memory and n_step_memory. + +field_names = ["state", "action", "reward", "next_state", "terminated"] +memory = PrioritizedReplayBuffer( + action_dim, + memory_size=INIT_HP["MEMORY_SIZE"], + field_names=field_names, + num_envs=INIT_HP["NUM_ENVS"], + alpha=INIT_HP["ALPHA"], + gamma=INIT_HP["GAMMA"], + device=device, +) +n_step_memory = MultiStepReplayBuffer( + action_dim, + memory_size=INIT_HP["MEMORY_SIZE"], + field_names=field_names, + num_envs=INIT_HP["NUM_ENVS"], + n_step=INIT_HP["N_STEP"], + gamma=INIT_HP["GAMMA"], + device=device, +) + + +# %% +# Training and Saving an Agent +# ---------------------------- +# +# Using AgileRL ``train`` function +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# To train a single agent without performing tournament selection, mutations, and hyperparameter optimisation +# we can still use the AgileRL ``train`` function (Rainbow-DQN is an off-policy algorithm). We need to ensure +# that our agent is passed to the function in a list (essentially a population of 1) and that we pass None +# for both the tournament and mutation arguments. + +n_step = True if INIT_HP["N_STEP"] > 1 else False +per = INIT_HP["PER"] + +trained_pop, pop_fitnesses = train( + env=env, + env_name="MountainCar-v0", + algo="RainbowDQN", + pop=[rainbow_dqn], + memory=memory, + INIT_HP=INIT_HP, + MUT_P=None, + swap_channels=INIT_HP["CHANNELS_LAST"], + n_episodes=INIT_HP["EPISODES"], + evo_epochs=INIT_HP["EVO_EPOCHS"], + evo_loop=INIT_HP["EVO_LOOP"], + target=INIT_HP["TARGET_SCORE"], + n_step=n_step, + per=per, + noisy=INIT_HP["NOISY"], + tournament=None, + mutation=None, + wb=False, # Boolean flag to record run with Weights & Biases + save_elite=True, # Boolean flag to save the elite agent in the population +) + +# Using a custom training loop +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# Equally, it is possible to define + +eps_end = 0.1 +epsilon = 1.0 +eps_decay = 0.995 +total_steps = 0 +path = "./models/RainbowDQN" # Rainbow-DQN save path + +for episode in trange(INIT_HP["EPISODES"]): + state = env.reset()[0] # Reset environment at start of episode + rewards, terminations, truncs = [], [], [] + score = 0 + for step in range(INIT_HP["MAX_STEPS"]): + if INIT_HP["CHANNELS_LAST"]: + state = np.moveaxis(state, [-1], [-3]) + # Get next action from agent + if INIT_HP[ + "NOISY" + ]: # If noisy set to True we don't explore using epislon greedy policy + action = rainbow_dqn.getAction(state) + else: + action = rainbow_dqn.getAction(state, epsilon) + next_state, reward, done, trunc, _ = env.step(action) # Act in environment + + if INIT_HP["SWAP_CHANNELS"]: + one_step_transition = n_step_memory.save2memoryVectEnvs( + state, + action, + reward, + np.moveaxis(next_state, [-1], [-3]), + done, + ) + else: + one_step_transition = n_step_memory.save2memoryVectEnvs( + state, + action, + reward, + next_state, + done, + ) + if one_step_transition: + memory.save2memoryVectEnvs(*one_step_transition) + + # Learn according to learning frequency + if per: + fraction = min((step + 1) / INIT_HP["MAX_STEPS"], 1.0) + rainbow_dqn.beta += fraction * (1.0 - rainbow_dqn.beta) + + # Learn according to learning frequency + if ( + memory.counter % rainbow_dqn.learn_step == 0 + and len(memory) >= rainbow_dqn.batch_size + ): + # Sample replay buffer + # Learn according to agent's RL algorithm + + experiences = memory.sample_per(rainbow_dqn.batch_size, rainbow_dqn.beta) + if n_step_memory is not None: + n_step_experiences = n_step_memory.sample_n_step(experiences[6]) + experiences += n_step_experiences + idxs, priorities = rainbow_dqn.learn(experiences, n_step=n_step, per=per) + memory.update_priorities(idxs, priorities) + + terminations.append(done) + rewards.append(reward) + truncs.append(trunc) + state = next_state + + rainbow_dqn.scores.append(score) + + rainbow_dqn.steps[-1] += step + total_steps += step + + scores = calculate_vectorized_scores(np.array(rewards), np.array(terminations)) + score = np.mean(scores) + + rainbow_dqn.scores.append(score) + + rainbow_dqn.steps[-1] += INIT_HP["MAX_STEPS"] + total_steps += INIT_HP["MAX_STEPS"] + + # Update epsilon for exploration + epsilon = max(eps_end, epsilon * eps_decay) + + # Now evolve population if necessary + if (episode + 1) % INIT_HP["EVO_EPOCHS"] == 0: + # Evaluate population + fitness = rainbow_dqn.test( + env, + swap_channels=INIT_HP["CHANNELS_LAST"], + max_steps=INIT_HP["MAX_STEPS"], + loop=INIT_HP["EVO_LOOP"], + ) + + fitness = "%.2f" % fitness + avg_fitness = "%.2f" % np.mean(rainbow_dqn.fitness[-100:]) + avg_score = "%.2f" % np.mean(rainbow_dqn.scores[-100:]) + num_steps = rainbow_dqn.steps[-1] + + print( + f""" + --- Epoch {episode + 1} --- + Fitness:\t\t{fitness} + 100 fitness avgs:\t{avg_fitness} + 100 score avgs:\t{avg_score} + Steps:\t\t{num_steps} + """, + end="\r", + ) + + if episode + 1 == INIT_HP["EPISODES"]: + # Save the trained algorithm at the end of the training loop + filename = "RainbowDQN_trained_agent.pt" + os.makedirs(path, exist_ok=True) + save_path = os.path.join(path, filename) + rainbow_dqn.saveCheckpoint(save_path) + + +# %% +# Loading an Agent for Inference and Rendering your Solved Environment +# -------------------------------------------------------------------- +# Once you have trained and saved an agent, you may want to then use your trained agent for inference. Below outlines +# how you would load a saved agent and how it can then be used in a testing loop. + +# %% +# Load agent +# ~~~~~~~~~~ + +# Instantiate a RainbowDQN object +rainbow_dqn = RainbowDQN( + state_dim=state_dim, + action_dim=action_dim, + one_hot=one_hot, + discrete_actions=INIT_HP["DISCRETE_ACTIONS"], +) + +# Load in the saved model +rainbow_dqn.loadCheckpoint(path) + +# %% +# Define function to label image with episode number +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# The below function adds the episode number to associated image frames and will allow us to see how the agent performed in +# each episode. + + +def label_frame(frame, episode_num): + im = Image.fromarray(frame) + + drawer = ImageDraw.Draw(im) + + if np.mean(frame) < 128: + text_color = (255, 255, 255) + else: + text_color = (0, 0, 0) + drawer.text( + (im.size[0] / 20, im.size[1] / 18), f"Episode: {episode_num+1}", fill=text_color + ) + + return im + + +# %% +# Test loop for inference +# ~~~~~~~~~~~~~~~~~~~~~~~ +rewards = [] +frames = [] +testing_eps = 5 +with torch.no_grad(): + for ep in range(testing_eps): + state = env.reset()[0] # Reset environment at start of episode + score = 0 + + for step in range(INIT_HP["MAX_STEPS"]): + # If your state is an RGB image + if INIT_HP["CHANNELS_LAST"]: + state = np.moveaxis(state, [-1], [-3]) + + # Get next action from agent + action, *_ = rainbow_dqn.getAction(state) + + # Save the frame for this step and append to frames list + frame = env.render() + frames.append(label_frame(frame, episode_num=ep)) + + # Take the action in the environment + state, reward, terminated, truncated, _ = env.step( + action + ) # Act in environment + + # Collect the score of environment 0 + score += reward[0] + + # Break if environment 0 is done or truncated + if terminated[0] or truncated[0]: + break + + # Collect and print episodic reward + rewards.append(score) + print("-" * 15, f"Episode: {ep}", "-" * 15) + print("Episodic Reward: ", rewards[-1]) + + env.close() + +# %% +# Save the gif +# ~~~~~~~~~~~~ +gif_path = "./videos/" +os.makedirs(gif_path, exist_ok=True) +imageio.mimwrite( + os.path.join("./videos/", "rainbow_dqn_lunar_lander.gif"), frames, duration=10 +) +mean_fitness = np.mean(rewards) diff --git a/docs/tutorials/training_agents/agilerl_td3_tutorial.py b/docs/tutorials/training_agents/agilerl_td3_tutorial.py new file mode 100644 index 000000000..4cdf74040 --- /dev/null +++ b/docs/tutorials/training_agents/agilerl_td3_tutorial.py @@ -0,0 +1,460 @@ +""" +AgileRL TD3 Implementation +========================== + +""" + +# %% +# In this tutorial, we will be training and optimising the hyperparameters of a population of TD3 agents +# to beat the Gymnasium continuous lunar lander environment. AgileRL is a deep reinforcement learning +# library, focussed on improving the RL training process through evolutionary hyperparameter +# optimisation (HPO), which has resulted in upto 10x faster HPO compared to other popular deep RL +# libraries. Check out the AgileRL github [repository](https://github.com/AgileRL/AgileRL) for +# more information about the library. + +# %% +# TD3 Overview +# ------------ +# TD3 (twin-delayed deep deterministic policy gradient) is an off-policy actor-critic algorithm used +# to estimate the optimal policy function, which determines what actions an agent should take given the +# observed state of the environment. The agent does this by using a policy network (actor) to determine actions +# given a particular state and then a value network (critic) to estimate the Q-value of the state-action pairs +# determined by the policy network (actor). TD3 improves upon DDPG (deep deterministic policy gradient) to reduce +# overestimation bias by doing the following: +# +# * Using two Q networks (critics) and selecting the minimum Q-value +# * Updating the policy network less frequently than the Q network +# * Adding noise to actions used to estimate the target Q value +# + + +# %% +# Dependencies +# ------------ +# + +import os + +import imageio +import numpy as np + +# Author: Michael Pratt +# License: MIT License +import torch +from agilerl.algorithms.td3 import TD3 +from agilerl.components.replay_buffer import ReplayBuffer +from agilerl.hpo.mutation import Mutations +from agilerl.hpo.tournament import TournamentSelection +from agilerl.training.train import train +from agilerl.utils.utils import ( + calculate_vectorized_scores, + initialPopulation, + makeVectEnvs, +) +from PIL import Image, ImageDraw +from tqdm import trange + + +# %% +# Defining Hyperparameters +# ------------------------ +# Before we commence training, it's easiest to define all of our hyperparameters in one dictionary. Below is an example of +# such for the TD3 algorithm. Additionally, we also define a mutations parameters dictionary, in which we determine what +# mutations we want to happen, to what extent we want these mutations to occur, and what RL hyperparameters we want to tune. +# Additionally, we also define our upper and lower limits for these hyperparameters to define search spaces. + +# Initial hyperparameters +INIT_HP = { + "POPULATION_SIZE": 6, # Population size + "DISCRETE_ACTIONS": False, # Discrete action space + "BATCH_SIZE": 128, # Batch size + "LR": 0.001, # Learning rate + "GAMMA": 0.99, # Discount factor + "MEMORY_SIZE": 100_000, # Max memory buffer size + "POLICY_FREQ": 2, # Policy network update frequency + "LEARN_STEP": 1, # Learning frequency + "TAU": 0.005, # For soft update of target parameters + # Swap image channels dimension from last to first [H, W, C] -> [C, H, W] + "CHANNELS_LAST": False, # Use with RGB states + "EPISODES": 1000, # Number of episodes to train for + "EVO_EPOCHS": 20, # Evolution frequency, i.e. evolve after every 20 episodes + "TARGET_SCORE": 200.0, # Target score that will beat the environment + "EVO_LOOP": 3, # Number of evaluation episodes + "MAX_STEPS": 500, # Maximum number of steps an agent takes in an environment + "TOURN_SIZE": 2, # Tournament size + "ELITISM": True, # Elitism in tournament selection +} + +# Mutation parameters +MUT_P = { + # Mutation probabilities + "NO_MUT": 0.4, # No mutation + "ARCH_MUT": 0.2, # Architecture mutation + "NEW_LAYER": 0.2, # New layer mutation + "PARAMS_MUT": 0.2, # Network parameters mutation + "ACT_MUT": 0.2, # Activation layer mutation + "RL_HP_MUT": 0.2, # Learning HP mutation + "RL_HP_SELECTION": ["lr", "batch_size"], # Learning HPs to choose from + "MUT_SD": 0.1, # Mutation strength + "RAND_SEED": 42, # Random seed + # Define max and min limits for mutating RL hyperparams + "MIN_LR": 0.0001, + "MAX_LR": 0.01, + "MIN_BATCH_SIZE": 8, + "MAX_BATCH_SIZE": 1024, +} +# %% +# Create the Environment +# ---------------------- +# In this particular tutorial, we will be focussing on the Continuous Bipedal Walker environment as TD3 can only be +# used with continuous action environments. The snippet below creates a vectorised environment and then assigns the +# correct values for ``state_dim`` and ``one_hot``, depending on whether the observation or action spaces are discrete +# or continuous. + +env = makeVectEnvs("BipedalWalker-v3", num_envs=8) # Create environment +try: + state_dim = env.single_observation_space.n # Discrete observation space + one_hot = True # Requires one-hot encoding +except Exception: + state_dim = env.single_observation_space.shape # Continuous observation space + one_hot = False # Does not require one-hot encoding +try: + action_dim = env.single_action_space.n # Discrete action space +except Exception: + action_dim = env.single_action_space.shape[0] # Continuous action space + +if INIT_HP[ + "CHANNELS_LAST" +]: # Adjusts dimensions to be in accordance with PyTorch API (C, H, W), used with envs with RGB image states + state_dim = (state_dim[2], state_dim[0], state_dim[1]) + +# %% +# Create a Population of Agents +# ----------------------------- +# To perform evolutionary HPO, we require a population of agents. Individuals in this population will share experiences but +# learn individually, allowing us to determine the efficacy of certain hyperparameters. Individuals that learn best +# are more likely to survive until the next generation, and so their hyperparameters are more likely to remain present in the +# population. The sequence of evolution (tournament selection followed by mutation) is detailed further below. + +# Set-up the device +device = "cuda" if torch.cuda.is_available() else "cpu" + +# Define the network configuration of a simple mlp with two hidden layers, each with 64 nodes +net_config = {"arch": "mlp", "h_size": [64, 64]} + +# Define a population +pop = initialPopulation( + algo="TD3", # Algorithm + state_dim=state_dim, # State dimension + action_dim=action_dim, # Action dimension + one_hot=one_hot, # One-hot encoding + net_config=net_config, # Network configuration + INIT_HP=INIT_HP, # Initial hyperparameters + population_size=INIT_HP["POPULATION_SIZE"], # Population size + device=device, +) + +# %% +# Experience Replay +# ----------------- +# In order to efficiently train a population of RL agents, off-policy algorithms must be used to share memory within populations. +# This reduces the exploration needed by an individual agent because it allows faster learning from the behaviour of other agents. +# For example, if you were able to watch a bunch of people attempt to solve a maze, you could learn from their mistakes and successes +# without necessarily having to explore the entire maze yourself. + +# The object used to store experiences collected by agents in the environment is called the Experience Replay Buffer, and is defined +# by the class ReplayBuffer(). During training it can be added to using the ReplayBuffer.save2memory() function, or +# ReplayBuffer.save2memoryVectEnvs() for vectorized environments (recommended). To sample from the replay buffer, call ReplayBuffer.sample(). + +field_names = ["state", "action", "reward", "next_state", "terminated"] +memory = ReplayBuffer( + action_dim=action_dim, # Number of agent actions + memory_size=10_000, # Max replay buffer size + field_names=field_names, # Field names to store in memory + device=device, +) + +# %% +# Creating Mutations and Tournament objects +# ----------------------------------------- +# Tournament selection is used to select the agents from a population which will make up the next generation of agents. If +# elitism is used, the best agent from a population is automatically preserved and becomes a member of the next generation. +# Then, for each tournament, k individuals are randomly chosen, and the agent with the best evaluation fitness is preserved. +# This is repeated until the population for the next generation is full. + +# The class ``TournamentSelection()`` defines the functions required for tournament selection. TournamentSelection.select() +# returns the best agent, and the new generation of agents. + +tournament = TournamentSelection( + INIT_HP["TOURN_SIZE"], + INIT_HP["ELITISM"], + INIT_HP["POPULATION_SIZE"], + INIT_HP["EVO_EPOCHS"], +) + +# %% +# Mutation is periodically used to explore the hyperparameter space, allowing different hyperparameter combinations to be +# trialled during training. If certain hyperparameters prove relatively beneficial to training, then that agent is more +# likely to be preserved in the next generation, and so those characteristics are more likely to remain in the population. + +# The ``Mutations()`` class is used to mutate agents with pre-set probabilities. The available mutations currently implemented are: +# * No mutation +# * Network architecture mutation - adding layers or nodes. Trained weights are reused and new weights are initialized randomly. +# * Network parameters mutation - mutating weights with Gaussian noise. +# * Network activation layer mutation - change of activation layer. +# * RL algorithm mutation - mutation of learning hyperparameter, such as learning rate or batch size. + +# ``Mutations.mutation()`` returns a mutated population. +# Tournament selection and mutation should be applied sequentially to fully evolve a population between evaluation and learning cycles. + +mutations = Mutations( + algo=INIT_HP["ALGO"], + no_mutation=MUT_P["NO_MUT"], + architecture=MUT_P["ARCH_MUT"], + new_layer_prob=MUT_P["NEW_LAYER"], + parameters=MUT_P["PARAMS_MUT"], + activation=MUT_P["ACT_MUT"], + rl_hp=MUT_P["RL_HP_MUT"], + rl_hp_selection=MUT_P["RL_HP_SELECTION"], + mutation_sd=MUT_P["MUT_SD"], + arch=net_config["arch"], + rand_seed=MUT_P["RAND_SEED"], + device=device, +) + +# %% +# Training and Saving an Agent +# ---------------------------- +# +# Using AgileRL ``train`` function +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# The simplest way to train an AgileRL agent is to use one of the implemented AgileRL train functions. +# Given that TD3 is an off-policy algorithm, we can make use of the ``train`` function. This +# training function will orchestrate the training and hyperparameter optimisation process, removing the +# the need to implement a training loop. It will return a trained population, as well as the associated +# fitnesses (fitness is each agents test scores on the environment). + +trained_pop, pop_fitnesses = train( + env=env, + env_name="BipedalWalker-v3", + algo="TD3", + pop=pop, + memory=memory, + INIT_HP=INIT_HP, + MUT_P=MUT_P, + swap_channels=INIT_HP["CHANNELS_LAST"], + n_episodes=INIT_HP["EPISODES"], + evo_epochs=INIT_HP["EVO_EPOCHS"], + evo_loop=INIT_HP["EVO_LOOP"], + target=INIT_HP["TARGET_SCORE"], + tournament=tournament, + mutation=mutations, + wb=False, # Boolean flag to record run with Weights & Biases + save_elite=True, # Boolean flag to save the elite agent in the population +) + +# Using a custom training loop +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# If you would like to have more control over the training process, it is also possible to write your own custom +# training loops to train your agents. The training loop below is to be used alternatively to the above ``train_on_policy`` +# function and is an example of how you might choose to make use of an AgileRL agent in your own training loop. + +eps_end = 0.1 +epsilon = 1.0 +eps_decay = 0.995 +total_steps = 0 +elite = pop[0] # Elite member placeholder + +for episode in trange(INIT_HP["EPISODES"]): + for agent in pop: # Loop through population + state = env.reset()[0] # Reset environment at start of episode + rewards, terminations, truncs = [], [], [] + score = 0 + for idx_step in range(INIT_HP["MAX_STEPS"]): + if INIT_HP["CHANNELS_LAST"]: + state = np.moveaxis(state, [-1], [-3]) + # Get next action from agent + action = agent.getAction(state) + next_state, reward, done, trunc, _ = env.step(action) # Act in environment + + if INIT_HP["CHANNELS_LAST"]: + memory.save2memoryVectEnvs( + state, + action, + reward, + np.moveaxis(next_state, [-1], [-3]), + done, + ) + else: + memory.save2memoryVectEnvs( + state, + action, + reward, + next_state, + done, + ) + + # Learn according to learning frequency + if ( + memory.counter % agent.learn_step == 0 + and len(memory) >= agent.batch_size + ): + # Sample replay buffer + # Learn according to agent's RL algorithm + + experiences = memory.sample(agent.batch_size) + agent.learn(experiences) + + terminations.append(done) + rewards.append(reward) + truncs.append(trunc) + state = next_state + + scores = calculate_vectorized_scores(np.array(rewards), np.array(terminations)) + score = np.mean(scores) + + agent.scores.append(score) + + agent.steps[-1] += INIT_HP["MAX_STEPS"] + total_steps += INIT_HP["MAX_STEPS"] + + # Update epsilon for exploration + epsilon = max(eps_end, epsilon * eps_decay) + # Now evolve population if necessary + if (episode + 1) % INIT_HP["EVO_EPOCHS"] == 0: + # Evaluate population + fitnesses = [ + agent.test( + env, + swap_channels=INIT_HP["CHANNELS_LAST"], + max_steps=INIT_HP["MAX_STEPS"], + loop=INIT_HP["EVO_LOOP"], + ) + for agent in pop + ] + + fitness = ["%.2f" % fitness for fitness in fitnesses] + avg_fitness = ["%.2f" % np.mean(agent.fitness[-100:]) for agent in pop] + avg_score = ["%.2f" % np.mean(agent.scores[-100:]) for agent in pop] + agents = [agent.index for agent in pop] + num_steps = [agent.steps[-1] for agent in pop] + muts = [agent.mut for agent in pop] + + print( + f""" + --- Epoch {episode + 1} --- + Fitness:\t\t{fitness} + 100 fitness avgs:\t{avg_fitness} + 100 score avgs:\t{avg_score} + Agents:\t\t{agents} + Steps:\t\t{num_steps} + Mutations:\t\t{muts} + """, + end="\r", + ) + + # Tournament selection and population mutation + elite, pop = tournament.select(pop) + pop = mutations.mutation(pop) + +# Save the trained algorithm +path = "./models/TD3_elite" +filename = "TD3_trained_agent.pt" +os.makedirs(path, exist_ok=True) +save_path = os.path.join(path, filename) +elite.saveCheckpoint(save_path) + + +# %% +# Loading an Agent for Inference and Rendering your Solved Environment +# -------------------------------------------------------------------- +# Once you have trained and saved an agent, you may want to then use your trained agent for inference. Below outlines +# how you would load a saved agent and how it can then be used in a testing loop. + +# %% +# Load agent +# ~~~~~~~~~~ + +# Instantiate a TD3 object +td3 = TD3( + state_dim=state_dim, + action_dim=action_dim, + one_hot=one_hot, + discrete_actions=INIT_HP["DISCRETE_ACTIONS"], +) + +# Load in the saved model +td3.loadCheckpoint(path) + +# %% +# Define function to label image with episode number +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# The below function adds the episode number to associated image frames and will allow us to see how the agent performed in +# each episode. + + +def label_frame(frame, episode_num): + im = Image.fromarray(frame) + + drawer = ImageDraw.Draw(im) + + if np.mean(frame) < 128: + text_color = (255, 255, 255) + else: + text_color = (0, 0, 0) + drawer.text( + (im.size[0] / 20, im.size[1] / 18), f"Episode: {episode_num+1}", fill=text_color + ) + + return im + + +# %% +# Test loop for inference +# ~~~~~~~~~~~~~~~~~~~~~~~ +rewards = [] +frames = [] +testing_eps = 5 +with torch.no_grad(): + for ep in range(testing_eps): + state = env.reset()[0] # Reset environment at start of episode + score = 0 + + for step in range(INIT_HP["MAX_STEPS"]): + # If your state is an RGB image + if INIT_HP["CHANNELS_LAST"]: + state = np.moveaxis(state, [-1], [-3]) + + # Get next action from agent + action, *_ = td3.getAction(state) + + # Save the frame for this step and append to frames list + frame = env.render() + frames.append(label_frame(frame, episode_num=ep)) + + # Take the action in the environment + state, reward, terminated, truncated, _ = env.step( + action + ) # Act in environment + + # Collect the score + score += reward + + # Break if environment 0 is done or truncated + if terminated[0] or truncated[0]: + break + + # Collect and print episodic reward + rewards.append(score) + print("-" * 15, f"Episode: {ep}", "-" * 15) + print("Episodic Reward: ", rewards[-1]) + + env.close() + +# %% +# Save the gif +# ~~~~~~~~~~~~ +gif_path = "./videos/" +os.makedirs(gif_path, exist_ok=True) +imageio.mimwrite(os.path.join("./videos/", "td3_lunar_lander.gif"), frames, duration=10) +mean_fitness = np.mean(rewards) From cab88a92046f5cac3906c23b98cc29f0650fc0cf Mon Sep 17 00:00:00 2001 From: mikepratt1 Date: Fri, 17 Nov 2023 16:11:47 +0000 Subject: [PATCH 03/10] finished the write-ups, rDQN still needs work --- .../training_agents/agilerl_ppo_tutorial.py | 71 +++++---- .../agilerl_rainbow_dqn_tutorial.py | 150 +++++++++--------- .../training_agents/agilerl_td3_tutorial.py | 78 ++++----- 3 files changed, 147 insertions(+), 152 deletions(-) diff --git a/docs/tutorials/training_agents/agilerl_ppo_tutorial.py b/docs/tutorials/training_agents/agilerl_ppo_tutorial.py index 118800484..1c281db55 100644 --- a/docs/tutorials/training_agents/agilerl_ppo_tutorial.py +++ b/docs/tutorials/training_agents/agilerl_ppo_tutorial.py @@ -3,10 +3,9 @@ ========================== """ - # %% # In this tutorial, we will be training and optimising the hyperparameters of a population of PPO agents -# to beat the Gymnasium continuous lunar lander environment. AgileRL is a deep reinforcement learning +# to beat the Gymnasium acrobot environment. AgileRL is a deep reinforcement learning # library, focussed on improving the RL training process through evolutionary hyperparameter # optimisation (HPO), which has resulted in upto 10x faster HPO compared to other popular deep RL # libraries. Check out the AgileRL github [repository](https://github.com/AgileRL/AgileRL) for @@ -41,6 +40,8 @@ from PIL import Image, ImageDraw from tqdm import trange +import gymnasium as gym + # %% # Defining Hyperparameters @@ -52,8 +53,8 @@ # Initial hyperparameters INIT_HP = { - "POPULATION_SIZE": 6, # Population size - "DISCRETE_ACTIONS": False, # Discrete action space + "POP_SIZE": 6, # Population size + "DISCRETE_ACTIONS": True, # Discrete action space "BATCH_SIZE": 128, # Batch size "LR": 1e-3, # Learning rate "GAMMA": 0.99, # Discount factor @@ -67,15 +68,13 @@ "UPDATE_EPOCHS": 4, # Number of policy update epochs # Swap image channels dimension from last to first [H, W, C] -> [C, H, W] "CHANNELS_LAST": False, # Use with RGB states - "EPISODES": 1000, # Number of episodes to train for + "EPISODES": 100, # Number of episodes to train for "EVO_EPOCHS": 20, # Evolution frequency, i.e. evolve after every 20 episodes "TARGET_SCORE": 200.0, # Target score that will beat the environment "EVO_LOOP": 3, # Number of evaluation episodes - "MAX_STEPS": 5, # Maximum number of steps an agent takes in an environment + "MAX_STEPS": 500, # Maximum number of steps an agent takes in an environment "TOURN_SIZE": 2, # Tournament size "ELITISM": True, # Elitism in tournament selection - "TOURN_SIZE": 2, # Tournament selection size - "ELITISM": True, # Preserve the elite through in the next generation } # Mutation parameters @@ -100,12 +99,12 @@ # %% # Create the Environment # ---------------------- -# In this particular tutorial, we will be focussing on the Continuous Lunar Lander environment as you can use PPO with +# In this particular tutorial, we will be focussing on the acrobot environment as you can use PPO with # either discrete or continuous action spaces. The snippet below creates a vectorised environment and then assigns the # correct values for ``state_dim`` and ``one_hot``, depending on whether the observation or action spaces are discrete # or continuous. -env = makeVectEnvs("LunarLanderContinuous-v2", num_envs=8) # Create environment +env = makeVectEnvs("Acrobot-v1", num_envs=8) # Create environment try: state_dim = env.single_observation_space.n # Discrete observation space one_hot = True # Requires one-hot encoding @@ -144,7 +143,7 @@ one_hot=one_hot, # One-hot encoding net_config=net_config, # Network configuration INIT_HP=INIT_HP, # Initial hyperparameter - population_size=INIT_HP["POPULATION_SIZE"], # Population size + population_size=INIT_HP["POP_SIZE"], # Population size device=device, ) @@ -163,7 +162,7 @@ tournament = TournamentSelection( INIT_HP["TOURN_SIZE"], INIT_HP["ELITISM"], - INIT_HP["POPULATION_SIZE"], + INIT_HP["POP_SIZE"], INIT_HP["EVO_EPOCHS"], ) @@ -197,11 +196,14 @@ device=device, ) +# Define a save path for our trained agent +save_path = "PPO_trained_agent.pt" + # %% # Training and Saving an Agent # ---------------------------- # -# Using AgileRL ``train`` function +# Using AgileRL ``train_on_policy`` function # ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ # The simplest way to train an AgileRL agent is to use one of the implemented AgileRL train functions. # Given that PPO is an on-policy algorithm, we can make use of the ``train_on_policy`` function. This @@ -211,7 +213,7 @@ trained_pop, pop_fitnesses = train_on_policy( env=env, - env_name="LunarLanderContinuous-v2", + env_name="Acrobot-v1", algo="PPO", pop=pop, INIT_HP=INIT_HP, @@ -223,16 +225,17 @@ target=INIT_HP["TARGET_SCORE"], tournament=tournament, mutation=mutations, - wb=False, # Boolean flag to record run with Weights & Biases - # save_elite=True # Boolean flag to save the elite agent in the population + wb=True, # Boolean flag to record run with Weights & Biases + save_elite=True, # Boolean flag to save the elite agent in the population + elite_path=save_path, ) # %% # Using a custom training loop # ~~~~~~~~~~~~~~~~~~~~~~~~~~~~ -# If you would like to have more control over the training process, it is also possible to write your own custom -# training loops to train your agents. The training loop below is to be used alternatively to the above ``train_on_policy`` -# function and is an example of how you might choose to make use of an AgileRL agent in your own training loop. +# If we wanted to have more control over the training process, it is also possible to write our own custom +# training loops to train our agents. The training loop below can be used alternatively to the above ``train_on_policy`` +# function and is an example of how we might choose to make use of a population of AgileRL agents in our own training loop. total_steps = 0 elite = pop[0] # elite variable placeholder @@ -327,18 +330,14 @@ pop = mutations.mutation(pop) # Save the trained algorithm -path = "/models/PPO_elite" -filename = "PPO_trained_agent.pt" -os.makedirs(path, exist_ok=True) -save_path = os.path.join(path, filename) elite.saveCheckpoint(save_path) # %% # Loading an Agent for Inference and Rendering your Solved Environment # -------------------------------------------------------------------- -# Once you have trained and saved an agent, you may want to then use your trained agent for inference. Below outlines -# how you would load a saved agent and how it can then be used in a testing loop. +# Once we have trained and saved an agent, we may want to then use our trained agent for inference. Below outlines +# how we would load a saved agent and how it can then be used in a testing loop. # %% # Load agent @@ -350,10 +349,11 @@ action_dim=action_dim, one_hot=one_hot, discrete_actions=INIT_HP["DISCRETE_ACTIONS"], + device=device, ) # Load in the saved model -ppo.loadCheckpoint(path) +ppo.loadCheckpoint(save_path) # %% # Define function to label image with episode number @@ -381,12 +381,13 @@ def label_frame(frame, episode_num): # %% # Test loop for inference # ~~~~~~~~~~~~~~~~~~~~~~~ +test_env = gym.make("Acrobot-v1", render_mode="rgb_array") rewards = [] frames = [] testing_eps = 5 with torch.no_grad(): for ep in range(testing_eps): - state = env.reset()[0] # Reset environment at start of episode + state = test_env.reset()[0] # Reset environment at start of episode score = 0 for step in range(INIT_HP["MAX_STEPS"]): @@ -396,19 +397,21 @@ def label_frame(frame, episode_num): # Get next action from agent action, *_ = ppo.getAction(state) + action = action.squeeze() # Save the frame for this step and append to frames list - frame = env.render() + frame = test_env.render() frames.append(label_frame(frame, episode_num=ep)) # Take the action in the environment - state, reward, done, trunc, _ = env.step(action) # Act in environment - + state, reward, terminated, truncated, _ = test_env.step( + action + ) # Act in environment # Collect the score score += reward # Break if environment 0 is done or truncated - if done[0] or trunc[0]: + if terminated or truncated: break # Collect and print episodic reward @@ -416,12 +419,12 @@ def label_frame(frame, episode_num): print("-" * 15, f"Episode: {ep}", "-" * 15) print("Episodic Reward: ", rewards[-1]) - env.close() + test_env.close() # %% -# Save the gif +# Save test episosdes as a gif # ~~~~~~~~~~~~ gif_path = "./videos/" os.makedirs(gif_path, exist_ok=True) -imageio.mimwrite(os.path.join("./videos/", "ppo_lunar_lander.gif"), frames, duration=10) +imageio.mimwrite(os.path.join("./videos/", "ppo_acrobot.gif"), frames, duration=5) mean_fitness = np.mean(rewards) diff --git a/docs/tutorials/training_agents/agilerl_rainbow_dqn_tutorial.py b/docs/tutorials/training_agents/agilerl_rainbow_dqn_tutorial.py index e69ebf40e..3536ad892 100644 --- a/docs/tutorials/training_agents/agilerl_rainbow_dqn_tutorial.py +++ b/docs/tutorials/training_agents/agilerl_rainbow_dqn_tutorial.py @@ -6,7 +6,7 @@ # %% # In this tutorial, we will be training a single Rainbow-DQN agent (without HPO) to beat the -# Gymnasium Classic Control Mountain Car environment. AgileRL is a deep reinforcement learning +# Gymnasium classic control cart-pole environment. AgileRL is a deep reinforcement learning # library, focussed on improving the RL training process through evolutionary hyperparameter # optimisation (HPO), which has resulted in upto 10x faster HPO compared to other popular deep RL # libraries. Check out the AgileRL github [repository](https://github.com/AgileRL/AgileRL) for @@ -45,11 +45,8 @@ import imageio import numpy as np - -# Author: Michael Pratt -# License: MIT License import torch -from agilerl.algorithms.rainbow_dqn import RainbowDQN +from agilerl.algorithms.dqn_rainbow import RainbowDQN from agilerl.components.replay_buffer import ( MultiStepReplayBuffer, PrioritizedReplayBuffer, @@ -59,57 +56,56 @@ from PIL import Image, ImageDraw from tqdm import trange +# Author: Michael Pratt +# License: MIT License +import gymnasium as gym + # %% # Defining Hyperparameters # ------------------------ # Before we commence training, it's easiest to define all of our hyperparameters in one dictionary. Below is an example of -# such for the Rainbow-DQN algorithm. Additionally, we also define a mutations parameters dictionary, in which we determine what -# mutations we want to happen, to what extent we want these mutations to occur, and what RL hyperparameters we want to tune. -# For this example, we are training a single agent without hyperparameter optimisation, so we will not be performing mutations -# or tournament selection like we have in our other tutorials where we have. As this is the case, we do not need to define a -# mutatinos parameters dictionary. +# such for the Rainbow-DQN algorithm. For this example, we are training a single agent without hyperparameter optimisation, +# so we will not be performing mutations or tournament selection like we have in our other tutorials where we have. As this +# is the case, we do not need to define a mutatinos parameters dictionary. # Initial hyperparameters INIT_HP = { - "POPULATION_SIZE": 1, # Population size - "DISCRETE_ACTIONS": False, # Discrete action space - "BATCH_SIZE": 128, # Batch size - "LR": 0.001, # Learning rate - "GAMMA": 0.99, # Discount factor - "MEMORY_SIZE": 100_000, # Max memory buffer size + "POP_SIZE": 1, # Population size + "BATCH_SIZE": 256, # Batch size + "LR": 0.0000625, # Learning rate + "GAMMA": 0.999, # Discount factor + "MEMORY_SIZE": 200_000, # Max memory buffer size "POLICY_FREQ": 2, # Policy network update frequency "LEARN_STEP": 1, # Learning frequency "N_STEP": 3, # Step number to calculate td error "PER": True, # Use prioritized experience replay buffer - "ALPHA": 0.6, # Prioritized replay buffer parameter - "BETA": 0.4, # Importance sampling coefficient - "TAU": 0.001, # For soft update of target parameters + "ALPHA": 0.5, # Prioritized replay buffer parameter + "BETA": 0.7, # Importance sampling coefficient + "TAU": 0.005, # For soft update of target parameters "PRIOR_EPS": 0.000001, # Minimum priority for sampling "NUM_ATOMS": 51, # Unit number of support - "V_MIN": 0.0, # Minimum value of support - "V_MAX": 200.0, # Maximum value of support + "V_MIN": -10.0, # Minimum value of support + "V_MAX": 10.0, # Maximum value of support "NOISY": True, # Add noise directly to the weights of the network # Swap image channels dimension from last to first [H, W, C] -> [C, H, W] "CHANNELS_LAST": False, # Use with RGB states "EPISODES": 1000, # Number of episodes to train for - "EVO_EPOCHS": 20, # Evolution frequency, i.e. evolve after every 20 episodes + "EVAL_EPS": 20, # Number of episodes after which to evaluate the agent after "TARGET_SCORE": 200.0, # Target score that will beat the environment "EVO_LOOP": 3, # Number of evaluation episodes "MAX_STEPS": 500, # Maximum number of steps an agent takes in an environment - "TOURN_SIZE": 2, # Tournament size - "ELITISM": True, # Elitism in tournament selection } # %% # Create the Environment # ---------------------- -# In this particular tutorial, we will be focussing on the Mountair Car environment as Rainbow-DQN can only be +# In this particular tutorial, we will be focussing on the cart-pole environment as Rainbow-DQN can only be # used with discrete action environments. The snippet below creates a vectorised environment and then assigns the # correct values for ``state_dim`` and ``one_hot``, depending on whether the observation or action spaces are discrete # or continuous. -env = makeVectEnvs("MountainCar-v0", num_envs=8) # Create environment +env = makeVectEnvs("CartPole-v1", num_envs=8) # Create environment try: state_dim = env.single_observation_space.n # Discrete observation space one_hot = True # Requires one-hot encoding @@ -134,7 +130,7 @@ device = "cuda" if torch.cuda.is_available() else "cpu" # Define the network configuration of a simple mlp with two hidden layers, each with 64 nodes -net_config = {"arch": "mlp", "h_size": [64, 64]} +net_config = {"arch": "mlp", "h_size": [32, 32]} # Define a Rainbow-DQN agent rainbow_dqn = RainbowDQN( @@ -156,23 +152,23 @@ # %% # Experience Replay # ----------------- -# In order to efficiently train a population of RL agents, off-policy algorithms must be used to share memory within populations. -# This reduces the exploration needed by an individual agent because it allows faster learning from the behaviour of other agents. -# For example, if you were able to watch a bunch of people attempt to solve a maze, you could learn from their mistakes and successes -# without necessarily having to explore the entire maze yourself. - -# As mentioned in the summary of the algorithm , RainbowDQN makes use of an additional prioritised replay buffer and multi-step learning -# however, when training a population of agents, we recommend just using the standard AgileRL ``ReplayBuffer``. Due to the fact that replay -# buffers are shared between all agents, you will only see the advantage of using these additional features when training a single Rainbow-DQN -# agent without HPO. In this tutorial, we will make use of both prioritised exerience replay and multi-step learning since we are not training -# a population of agents. Below is how you would define your memory and n_step_memory. - -field_names = ["state", "action", "reward", "next_state", "terminated"] +# As mentioned in the summary of the algorithm , RainbowDQN makes use of multi-step learning and an additional +# prioritised replay buffer however, when training a population of agents, we recommend just using the standard +# AgileRL ``ReplayBuffer``. This is because agents within a population can share experiences from the standard +# replay buffer but not the n-step or prioritised buffer; the overall benefit of sharing experiences from the +# standard replay buffer outweighs the benefits of not sharing experiences and using an n-step buffer and a +# prioritised experience buffer. +# +# In this tutorial, we can make use of both the prioritised exerience replay and multi-step +# learning since we are only training a single agent and not making use of tournaments or mutations. Below is how +# you would define your memory and n_step_memory. + +field_names = ["state", "action", "reward", "next_state", "termination"] memory = PrioritizedReplayBuffer( action_dim, memory_size=INIT_HP["MEMORY_SIZE"], field_names=field_names, - num_envs=INIT_HP["NUM_ENVS"], + num_envs=8, alpha=INIT_HP["ALPHA"], gamma=INIT_HP["GAMMA"], device=device, @@ -181,7 +177,7 @@ action_dim, memory_size=INIT_HP["MEMORY_SIZE"], field_names=field_names, - num_envs=INIT_HP["NUM_ENVS"], + num_envs=8, n_step=INIT_HP["N_STEP"], gamma=INIT_HP["GAMMA"], device=device, @@ -196,43 +192,49 @@ # ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ # To train a single agent without performing tournament selection, mutations, and hyperparameter optimisation # we can still use the AgileRL ``train`` function (Rainbow-DQN is an off-policy algorithm). We need to ensure -# that our agent is passed to the function in a list (essentially a population of 1) and that we pass None +# that our single agent is passed to the function in a list (essentially a population of 1) and that we pass None # for both the tournament and mutation arguments. +# Define parameters per and n_step n_step = True if INIT_HP["N_STEP"] > 1 else False per = INIT_HP["PER"] + trained_pop, pop_fitnesses = train( env=env, - env_name="MountainCar-v0", + env_name="CartPole-v1", algo="RainbowDQN", pop=[rainbow_dqn], memory=memory, + n_step_memory=n_step_memory, INIT_HP=INIT_HP, MUT_P=None, swap_channels=INIT_HP["CHANNELS_LAST"], n_episodes=INIT_HP["EPISODES"], - evo_epochs=INIT_HP["EVO_EPOCHS"], evo_loop=INIT_HP["EVO_LOOP"], target=INIT_HP["TARGET_SCORE"], + evo_epochs=INIT_HP["EVAL_EPS"], n_step=n_step, per=per, noisy=INIT_HP["NOISY"], tournament=None, mutation=None, - wb=False, # Boolean flag to record run with Weights & Biases - save_elite=True, # Boolean flag to save the elite agent in the population + wb=True, # Boolean flag to record run with Weights & Biases + checkpoint=INIT_HP["EPISODES"], + checkpoint_path="RainbowDQN.pt", ) +# %% # Using a custom training loop # ~~~~~~~~~~~~~~~~~~~~~~~~~~~~ -# Equally, it is possible to define +# If we wanted to have more control over the training process, it is also possible to write our own custom +# training loops to train our agents. The training loop below can be used alternatively to the above ``train_on_policy`` +# function and is an example of how we might choose to train an AgileRL agent. -eps_end = 0.1 -epsilon = 1.0 -eps_decay = 0.995 total_steps = 0 -path = "./models/RainbowDQN" # Rainbow-DQN save path + +n_step = True if INIT_HP["N_STEP"] > 1 else False +per = INIT_HP["PER"] for episode in trange(INIT_HP["EPISODES"]): state = env.reset()[0] # Reset environment at start of episode @@ -242,15 +244,10 @@ if INIT_HP["CHANNELS_LAST"]: state = np.moveaxis(state, [-1], [-3]) # Get next action from agent - if INIT_HP[ - "NOISY" - ]: # If noisy set to True we don't explore using epislon greedy policy - action = rainbow_dqn.getAction(state) - else: - action = rainbow_dqn.getAction(state, epsilon) + action = rainbow_dqn.getAction(state) next_state, reward, done, trunc, _ = env.step(action) # Act in environment - if INIT_HP["SWAP_CHANNELS"]: + if INIT_HP["CHANNELS_LAST"]: one_step_transition = n_step_memory.save2memoryVectEnvs( state, action, @@ -282,9 +279,9 @@ # Sample replay buffer # Learn according to agent's RL algorithm - experiences = memory.sample_per(rainbow_dqn.batch_size, rainbow_dqn.beta) + experiences = memory.sample(rainbow_dqn.batch_size, rainbow_dqn.beta) if n_step_memory is not None: - n_step_experiences = n_step_memory.sample_n_step(experiences[6]) + n_step_experiences = n_step_memory.sample_from_indices(experiences[6]) experiences += n_step_experiences idxs, priorities = rainbow_dqn.learn(experiences, n_step=n_step, per=per) memory.update_priorities(idxs, priorities) @@ -307,11 +304,8 @@ rainbow_dqn.steps[-1] += INIT_HP["MAX_STEPS"] total_steps += INIT_HP["MAX_STEPS"] - # Update epsilon for exploration - epsilon = max(eps_end, epsilon * eps_decay) - # Now evolve population if necessary - if (episode + 1) % INIT_HP["EVO_EPOCHS"] == 0: + if (episode + 1) % INIT_HP["EVAL_EPS"] == 0: # Evaluate population fitness = rainbow_dqn.test( env, @@ -338,17 +332,15 @@ if episode + 1 == INIT_HP["EPISODES"]: # Save the trained algorithm at the end of the training loop - filename = "RainbowDQN_trained_agent.pt" - os.makedirs(path, exist_ok=True) - save_path = os.path.join(path, filename) + save_path = f"RainbowDQN_0_{INIT_HP['EPISODES']}.pt" rainbow_dqn.saveCheckpoint(save_path) # %% # Loading an Agent for Inference and Rendering your Solved Environment # -------------------------------------------------------------------- -# Once you have trained and saved an agent, you may want to then use your trained agent for inference. Below outlines -# how you would load a saved agent and how it can then be used in a testing loop. +# Once we have trained and saved an agent, we may want to then use our trained agent for inference. Below outlines +# how we would load a saved agent and how it can then be used in a testing loop. # %% # Load agent @@ -359,11 +351,10 @@ state_dim=state_dim, action_dim=action_dim, one_hot=one_hot, - discrete_actions=INIT_HP["DISCRETE_ACTIONS"], ) # Load in the saved model -rainbow_dqn.loadCheckpoint(path) +rainbow_dqn.loadCheckpoint(save_path) # %% # Define function to label image with episode number @@ -394,9 +385,10 @@ def label_frame(frame, episode_num): rewards = [] frames = [] testing_eps = 5 +test_env = gym.make("CartPole-v1", render_mode="rgb_array") with torch.no_grad(): for ep in range(testing_eps): - state = env.reset()[0] # Reset environment at start of episode + state = test_env.reset()[0] # Reset environment at start of episode score = 0 for step in range(INIT_HP["MAX_STEPS"]): @@ -408,19 +400,19 @@ def label_frame(frame, episode_num): action, *_ = rainbow_dqn.getAction(state) # Save the frame for this step and append to frames list - frame = env.render() + frame = test_env.render() frames.append(label_frame(frame, episode_num=ep)) # Take the action in the environment - state, reward, terminated, truncated, _ = env.step( + state, reward, terminated, truncated, _ = test_env.step( action ) # Act in environment # Collect the score of environment 0 - score += reward[0] + score += reward # Break if environment 0 is done or truncated - if terminated[0] or truncated[0]: + if terminated or truncated: break # Collect and print episodic reward @@ -428,14 +420,14 @@ def label_frame(frame, episode_num): print("-" * 15, f"Episode: {ep}", "-" * 15) print("Episodic Reward: ", rewards[-1]) - env.close() + test_env.close() # %% -# Save the gif +# Save test episosdes as a gif # ~~~~~~~~~~~~ gif_path = "./videos/" os.makedirs(gif_path, exist_ok=True) imageio.mimwrite( - os.path.join("./videos/", "rainbow_dqn_lunar_lander.gif"), frames, duration=10 + os.path.join("./videos/", "rainbow_dqn_cartpole.gif"), frames, duration=10 ) mean_fitness = np.mean(rewards) diff --git a/docs/tutorials/training_agents/agilerl_td3_tutorial.py b/docs/tutorials/training_agents/agilerl_td3_tutorial.py index 4cdf74040..45805ccb1 100644 --- a/docs/tutorials/training_agents/agilerl_td3_tutorial.py +++ b/docs/tutorials/training_agents/agilerl_td3_tutorial.py @@ -54,6 +54,8 @@ from PIL import Image, ImageDraw from tqdm import trange +import gymnasium as gym + # %% # Defining Hyperparameters @@ -65,8 +67,8 @@ # Initial hyperparameters INIT_HP = { - "POPULATION_SIZE": 6, # Population size - "DISCRETE_ACTIONS": False, # Discrete action space + "ALGO": "TD3", + "POP_SIZE": 2, # Population size "BATCH_SIZE": 128, # Batch size "LR": 0.001, # Learning rate "GAMMA": 0.99, # Discount factor @@ -106,12 +108,11 @@ # %% # Create the Environment # ---------------------- -# In this particular tutorial, we will be focussing on the Continuous Bipedal Walker environment as TD3 can only be +# In this particular tutorial, we will be focussing on the continuous lunar lander environment as TD3 can only be # used with continuous action environments. The snippet below creates a vectorised environment and then assigns the -# correct values for ``state_dim`` and ``one_hot``, depending on whether the observation or action spaces are discrete -# or continuous. +# correct values for ``state_dim`` and ``one_hot``, depending on whether the observation space is discrete or continuous. -env = makeVectEnvs("BipedalWalker-v3", num_envs=8) # Create environment +env = makeVectEnvs("LunarLanderContinuous-v2", num_envs=8) # Create environment try: state_dim = env.single_observation_space.n # Discrete observation space one_hot = True # Requires one-hot encoding @@ -123,6 +124,9 @@ except Exception: action_dim = env.single_action_space.shape[0] # Continuous action space +INIT_HP["MAX_ACTION"] = float(env.single_action_space.high[0]) +INIT_HP["MIN_ACTION"] = float(env.single_action_space.low[0]) + if INIT_HP[ "CHANNELS_LAST" ]: # Adjusts dimensions to be in accordance with PyTorch API (C, H, W), used with envs with RGB image states @@ -150,21 +154,21 @@ one_hot=one_hot, # One-hot encoding net_config=net_config, # Network configuration INIT_HP=INIT_HP, # Initial hyperparameters - population_size=INIT_HP["POPULATION_SIZE"], # Population size + population_size=INIT_HP["POP_SIZE"], # Population size device=device, ) # %% # Experience Replay # ----------------- -# In order to efficiently train a population of RL agents, off-policy algorithms must be used to share memory within populations. +# In order to efficiently train a population of RL agents, off-policy algorithms are able to share memory within populations. # This reduces the exploration needed by an individual agent because it allows faster learning from the behaviour of other agents. -# For example, if you were able to watch a bunch of people attempt to solve a maze, you could learn from their mistakes and successes +# For example, if you were able to watch a bunch of people attempt to solve a maze, you could learn from their mistakes and successes # without necessarily having to explore the entire maze yourself. # The object used to store experiences collected by agents in the environment is called the Experience Replay Buffer, and is defined -# by the class ReplayBuffer(). During training it can be added to using the ReplayBuffer.save2memory() function, or -# ReplayBuffer.save2memoryVectEnvs() for vectorized environments (recommended). To sample from the replay buffer, call ReplayBuffer.sample(). +# by the class ``ReplayBuffer()``. During training it can be added to using the ``ReplayBuffer.save2memory()`` function, or +# ``ReplayBuffer.save2memoryVectEnvs()`` for vectorized environments (recommended). To sample from the replay buffer, call ``ReplayBuffer.sample()``. field_names = ["state", "action", "reward", "next_state", "terminated"] memory = ReplayBuffer( @@ -182,13 +186,13 @@ # Then, for each tournament, k individuals are randomly chosen, and the agent with the best evaluation fitness is preserved. # This is repeated until the population for the next generation is full. -# The class ``TournamentSelection()`` defines the functions required for tournament selection. TournamentSelection.select() +# The class ``TournamentSelection()`` defines the functions required for tournament selection. ``TournamentSelection.select()`` # returns the best agent, and the new generation of agents. tournament = TournamentSelection( INIT_HP["TOURN_SIZE"], INIT_HP["ELITISM"], - INIT_HP["POPULATION_SIZE"], + INIT_HP["POP_SIZE"], INIT_HP["EVO_EPOCHS"], ) @@ -231,12 +235,12 @@ # The simplest way to train an AgileRL agent is to use one of the implemented AgileRL train functions. # Given that TD3 is an off-policy algorithm, we can make use of the ``train`` function. This # training function will orchestrate the training and hyperparameter optimisation process, removing the -# the need to implement a training loop. It will return a trained population, as well as the associated +# the need to implement a custom training loop. It will return a trained population, as well as the associated # fitnesses (fitness is each agents test scores on the environment). trained_pop, pop_fitnesses = train( env=env, - env_name="BipedalWalker-v3", + env_name="LunarLanderContinuous-v2", algo="TD3", pop=pop, memory=memory, @@ -251,13 +255,15 @@ mutation=mutations, wb=False, # Boolean flag to record run with Weights & Biases save_elite=True, # Boolean flag to save the elite agent in the population + elite_path="TD3_trained_agent.pt", ) +# %% # Using a custom training loop # ~~~~~~~~~~~~~~~~~~~~~~~~~~~~ -# If you would like to have more control over the training process, it is also possible to write your own custom -# training loops to train your agents. The training loop below is to be used alternatively to the above ``train_on_policy`` -# function and is an example of how you might choose to make use of an AgileRL agent in your own training loop. +# If we wanted to have more control over the training process, it is also possible to write our own custom +# training loops to train our agents. The training loop below can be used alternatively to the above ``train`` +# function and is an example of how we might choose to make use of a population of AgileRL agents in our own training loop. eps_end = 0.1 epsilon = 1.0 @@ -358,33 +364,24 @@ pop = mutations.mutation(pop) # Save the trained algorithm -path = "./models/TD3_elite" -filename = "TD3_trained_agent.pt" -os.makedirs(path, exist_ok=True) -save_path = os.path.join(path, filename) +save_path = "TD3_trained_agent.pt" elite.saveCheckpoint(save_path) - # %% # Loading an Agent for Inference and Rendering your Solved Environment # -------------------------------------------------------------------- -# Once you have trained and saved an agent, you may want to then use your trained agent for inference. Below outlines -# how you would load a saved agent and how it can then be used in a testing loop. +# Once we have trained and saved an agent, we may want to then use our trained agent for inference. Below outlines +# how we would load a saved agent and how it can then be used in a testing loop. # %% # Load agent # ~~~~~~~~~~ # Instantiate a TD3 object -td3 = TD3( - state_dim=state_dim, - action_dim=action_dim, - one_hot=one_hot, - discrete_actions=INIT_HP["DISCRETE_ACTIONS"], -) +td3 = TD3(state_dim=state_dim, action_dim=action_dim, one_hot=one_hot, device=device) # Load in the saved model -td3.loadCheckpoint(path) +td3.loadCheckpoint(save_path) # %% # Define function to label image with episode number @@ -412,12 +409,13 @@ def label_frame(frame, episode_num): # %% # Test loop for inference # ~~~~~~~~~~~~~~~~~~~~~~~ +test_env = gym.make("LunarLanderContinuous-v2", render_mode="rgb_array") rewards = [] frames = [] testing_eps = 5 with torch.no_grad(): for ep in range(testing_eps): - state = env.reset()[0] # Reset environment at start of episode + state = test_env.reset()[0] # Reset environment at start of episode score = 0 for step in range(INIT_HP["MAX_STEPS"]): @@ -429,11 +427,11 @@ def label_frame(frame, episode_num): action, *_ = td3.getAction(state) # Save the frame for this step and append to frames list - frame = env.render() + frame = test_env.render() frames.append(label_frame(frame, episode_num=ep)) # Take the action in the environment - state, reward, terminated, truncated, _ = env.step( + state, reward, terminated, truncated, _ = test_env.step( action ) # Act in environment @@ -441,7 +439,7 @@ def label_frame(frame, episode_num): score += reward # Break if environment 0 is done or truncated - if terminated[0] or truncated[0]: + if terminated or truncated: break # Collect and print episodic reward @@ -449,12 +447,14 @@ def label_frame(frame, episode_num): print("-" * 15, f"Episode: {ep}", "-" * 15) print("Episodic Reward: ", rewards[-1]) - env.close() + test_env.close() # %% -# Save the gif +# Save test episosdes as a gif # ~~~~~~~~~~~~ gif_path = "./videos/" os.makedirs(gif_path, exist_ok=True) -imageio.mimwrite(os.path.join("./videos/", "td3_lunar_lander.gif"), frames, duration=10) +imageio.mimwrite( + os.path.join("./videos/", "td3_bipedal_walker.gif"), frames, duration=10 +) mean_fitness = np.mean(rewards) From 3aa4546d34f3e981f708d31fba12eda55ec56053 Mon Sep 17 00:00:00 2001 From: mikepratt1 Date: Mon, 20 Nov 2023 11:36:41 +0000 Subject: [PATCH 04/10] sorted out embedded links --- .gitignore | 1 + .../training_agents/agilerl_ppo_tutorial.py | 21 +- .../agilerl_rainbow_dqn_tutorial.py | 421 ++++++++++-------- .../training_agents/agilerl_td3_tutorial.py | 16 +- 4 files changed, 260 insertions(+), 199 deletions(-) diff --git a/.gitignore b/.gitignore index 6b8fe3763..738cd00b5 100644 --- a/.gitignore +++ b/.gitignore @@ -23,6 +23,7 @@ __pycache__/ *.sublime-workspace logs/ +docs/tutorials/training_agents/wandb/ .ipynb_checkpoints ghostdriver.log diff --git a/docs/tutorials/training_agents/agilerl_ppo_tutorial.py b/docs/tutorials/training_agents/agilerl_ppo_tutorial.py index 1c281db55..bd42c0aef 100644 --- a/docs/tutorials/training_agents/agilerl_ppo_tutorial.py +++ b/docs/tutorials/training_agents/agilerl_ppo_tutorial.py @@ -8,8 +8,9 @@ # to beat the Gymnasium acrobot environment. AgileRL is a deep reinforcement learning # library, focussed on improving the RL training process through evolutionary hyperparameter # optimisation (HPO), which has resulted in upto 10x faster HPO compared to other popular deep RL -# libraries. Check out the AgileRL github [repository](https://github.com/AgileRL/AgileRL) for -# more information about the library. +# libraries. Check out the AgileRL github +# `repository `__ +# for more information about the library. # %% # PPO Overview @@ -24,13 +25,12 @@ # ------------ # +# Author: Michael Pratt +# License: MIT License import os import imageio import numpy as np - -# Author: Michael Pratt -# License: MIT License import torch from agilerl.algorithms.ppo import PPO from agilerl.hpo.mutation import Mutations @@ -155,7 +155,7 @@ # elitism is used, the best agent from a population is automatically preserved and becomes a member of the next generation. # Then, for each tournament, k individuals are randomly chosen, and the agent with the best evaluation fitness is preserved. # This is repeated until the population for the next generation is full. - +# # The class ``TournamentSelection()`` defines the functions required for tournament selection. TournamentSelection.select() # returns the best agent, and the new generation of agents. @@ -170,14 +170,15 @@ # Mutation is periodically used to explore the hyperparameter space, allowing different hyperparameter combinations to be # trialled during training. If certain hyperparameters prove relatively beneficial to training, then that agent is more # likely to be preserved in the next generation, and so those characteristics are more likely to remain in the population. - +# # The ``Mutations()`` class is used to mutate agents with pre-set probabilities. The available mutations currently implemented are: +# # * No mutation # * Network architecture mutation - adding layers or nodes. Trained weights are reused and new weights are initialized randomly. # * Network parameters mutation - mutating weights with Gaussian noise. # * Network activation layer mutation - change of activation layer. # * RL algorithm mutation - mutation of learning hyperparameter, such as learning rate or batch size. - +# # ``Mutations.mutation()`` returns a mutated population. # Tournament selection and mutation should be applied sequentially to fully evolve a population between evaluation and learning cycles. @@ -204,7 +205,7 @@ # ---------------------------- # # Using AgileRL ``train_on_policy`` function -# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ # The simplest way to train an AgileRL agent is to use one of the implemented AgileRL train functions. # Given that PPO is an on-policy algorithm, we can make use of the ``train_on_policy`` function. This # training function will orchestrate the training and hyperparameter optimisation process, removing the @@ -423,7 +424,7 @@ def label_frame(frame, episode_num): # %% # Save test episosdes as a gif -# ~~~~~~~~~~~~ +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~ gif_path = "./videos/" os.makedirs(gif_path, exist_ok=True) imageio.mimwrite(os.path.join("./videos/", "ppo_acrobot.gif"), frames, duration=5) diff --git a/docs/tutorials/training_agents/agilerl_rainbow_dqn_tutorial.py b/docs/tutorials/training_agents/agilerl_rainbow_dqn_tutorial.py index 3536ad892..0b4681f5a 100644 --- a/docs/tutorials/training_agents/agilerl_rainbow_dqn_tutorial.py +++ b/docs/tutorials/training_agents/agilerl_rainbow_dqn_tutorial.py @@ -9,15 +9,15 @@ # Gymnasium classic control cart-pole environment. AgileRL is a deep reinforcement learning # library, focussed on improving the RL training process through evolutionary hyperparameter # optimisation (HPO), which has resulted in upto 10x faster HPO compared to other popular deep RL -# libraries. Check out the AgileRL github [repository](https://github.com/AgileRL/AgileRL) for +# libraries. Check out the AgileRL github `repository `__ for # more information about the library. # %% # Rainbow-DQN Overview -# ------------ +# -------------------- # Rainbow DQN is an extension of DQN that integrates multiple improvements and techniques to achieve # state-of-the-art performance. These improvements include: - +# # * Double DQN (DDQN): Addresses the overestimation bias of Q-values by using two networks to decouple # the selection and evaluation of the action in the Q-learning target. # * Prioritized Experience Replay: Instead of uniformly sampling from the replay buffer, it samples more @@ -51,8 +51,14 @@ MultiStepReplayBuffer, PrioritizedReplayBuffer, ) +from agilerl.hpo.mutation import Mutations +from agilerl.hpo.tournament import TournamentSelection from agilerl.training.train import train -from agilerl.utils.utils import calculate_vectorized_scores, makeVectEnvs +from agilerl.utils.utils import ( + calculate_vectorized_scores, + initialPopulation, + makeVectEnvs, +) from PIL import Image, ImageDraw from tqdm import trange @@ -71,7 +77,7 @@ # Initial hyperparameters INIT_HP = { - "POP_SIZE": 1, # Population size + "POP_SIZE": 3, # Population size "BATCH_SIZE": 256, # Batch size "LR": 0.0000625, # Learning rate "GAMMA": 0.999, # Discount factor @@ -85,8 +91,8 @@ "TAU": 0.005, # For soft update of target parameters "PRIOR_EPS": 0.000001, # Minimum priority for sampling "NUM_ATOMS": 51, # Unit number of support - "V_MIN": -10.0, # Minimum value of support - "V_MAX": 10.0, # Maximum value of support + "V_MIN": 0.0, # Minimum value of support + "V_MAX": 200.0, # Maximum value of support "NOISY": True, # Add noise directly to the weights of the network # Swap image channels dimension from last to first [H, W, C] -> [C, H, W] "CHANNELS_LAST": False, # Use with RGB states @@ -95,6 +101,28 @@ "TARGET_SCORE": 200.0, # Target score that will beat the environment "EVO_LOOP": 3, # Number of evaluation episodes "MAX_STEPS": 500, # Maximum number of steps an agent takes in an environment + "TOURN_SIZE": 2, # Tournament size + "ELITISM": True, # Elitism in tournament selection + "EVO_EPOCHS": 20, +} + +# Mutation parameters +MUT_P = { + # Mutation probabilities + "NO_MUT": 0.4, # No mutation + "ARCH_MUT": 0.2, # Architecture mutation + "NEW_LAYER": 0.2, # New layer mutation + "PARAMS_MUT": 0.2, # Network parameters mutation + "ACT_MUT": 0.2, # Activation layer mutation + "RL_HP_MUT": 0.2, # Learning HP mutation + "RL_HP_SELECTION": ["lr", "batch_size"], # Learning HPs to choose from + "MUT_SD": 0.1, # Mutation strength + "RAND_SEED": 42, # Random seed + # Define max and min limits for mutating RL hyperparams + "MIN_LR": 0.0001, + "MAX_LR": 0.01, + "MIN_BATCH_SIZE": 8, + "MAX_BATCH_SIZE": 1024, } # %% @@ -124,7 +152,7 @@ # %% # Instantiate an Agent -# ----------------------------- +# -------------------- # Set-up the device device = "cuda" if torch.cuda.is_available() else "cpu" @@ -133,21 +161,52 @@ net_config = {"arch": "mlp", "h_size": [32, 32]} # Define a Rainbow-DQN agent -rainbow_dqn = RainbowDQN( - state_dim=state_dim, - action_dim=action_dim, - one_hot=one_hot, - net_config=net_config, - batch_size=INIT_HP["BATCH_SIZE"], - lr=INIT_HP["LR"], - learn_step=INIT_HP["LEARN_STEP"], - gamma=INIT_HP["GAMMA"], - tau=INIT_HP["TAU"], - beta=INIT_HP["BETA"], - n_step=INIT_HP["N_STEP"], +# rainbow_dqn = RainbowDQN( +# state_dim=state_dim, +# action_dim=action_dim, +# one_hot=one_hot, +# net_config=net_config, +# batch_size=INIT_HP["BATCH_SIZE"], +# lr=INIT_HP["LR"], +# learn_step=INIT_HP["LEARN_STEP"], +# gamma=INIT_HP["GAMMA"], +# tau=INIT_HP["TAU"], +# beta=INIT_HP["BETA"], +# n_step=INIT_HP["N_STEP"], +# device=device, +# ) +pop = initialPopulation( + algo="Rainbow DQN", # Algorithm + state_dim=state_dim, # State dimension + action_dim=action_dim, # Action dimension + one_hot=one_hot, # One-hot encoding + net_config=net_config, # Network configuration + INIT_HP=INIT_HP, # Initial hyperparameter + population_size=INIT_HP["POP_SIZE"], # Population size device=device, ) +print("Population instantiated", pop) +tournament = TournamentSelection( + INIT_HP["TOURN_SIZE"], + INIT_HP["ELITISM"], + INIT_HP["POP_SIZE"], + INIT_HP["EVO_EPOCHS"], +) +mutations = Mutations( + algo="Rainbow DQN", + no_mutation=MUT_P["NO_MUT"], + architecture=MUT_P["ARCH_MUT"], + new_layer_prob=MUT_P["NEW_LAYER"], + parameters=MUT_P["PARAMS_MUT"], + activation=MUT_P["ACT_MUT"], + rl_hp=MUT_P["RL_HP_MUT"], + rl_hp_selection=MUT_P["RL_HP_SELECTION"], + mutation_sd=MUT_P["MUT_SD"], + arch=net_config["arch"], + rand_seed=MUT_P["RAND_SEED"], + device=device, +) # %% # Experience Replay @@ -204,11 +263,11 @@ env=env, env_name="CartPole-v1", algo="RainbowDQN", - pop=[rainbow_dqn], + pop=pop, memory=memory, n_step_memory=n_step_memory, INIT_HP=INIT_HP, - MUT_P=None, + MUT_P=MUT_P, swap_channels=INIT_HP["CHANNELS_LAST"], n_episodes=INIT_HP["EPISODES"], evo_loop=INIT_HP["EVO_LOOP"], @@ -217,9 +276,9 @@ n_step=n_step, per=per, noisy=INIT_HP["NOISY"], - tournament=None, - mutation=None, - wb=True, # Boolean flag to record run with Weights & Biases + tournament=tournament, + mutation=mutations, + wb=False, # Boolean flag to record run with Weights & Biases checkpoint=INIT_HP["EPISODES"], checkpoint_path="RainbowDQN.pt", ) @@ -231,109 +290,109 @@ # training loops to train our agents. The training loop below can be used alternatively to the above ``train_on_policy`` # function and is an example of how we might choose to train an AgileRL agent. -total_steps = 0 - -n_step = True if INIT_HP["N_STEP"] > 1 else False -per = INIT_HP["PER"] - -for episode in trange(INIT_HP["EPISODES"]): - state = env.reset()[0] # Reset environment at start of episode - rewards, terminations, truncs = [], [], [] - score = 0 - for step in range(INIT_HP["MAX_STEPS"]): - if INIT_HP["CHANNELS_LAST"]: - state = np.moveaxis(state, [-1], [-3]) - # Get next action from agent - action = rainbow_dqn.getAction(state) - next_state, reward, done, trunc, _ = env.step(action) # Act in environment - - if INIT_HP["CHANNELS_LAST"]: - one_step_transition = n_step_memory.save2memoryVectEnvs( - state, - action, - reward, - np.moveaxis(next_state, [-1], [-3]), - done, - ) - else: - one_step_transition = n_step_memory.save2memoryVectEnvs( - state, - action, - reward, - next_state, - done, - ) - if one_step_transition: - memory.save2memoryVectEnvs(*one_step_transition) - - # Learn according to learning frequency - if per: - fraction = min((step + 1) / INIT_HP["MAX_STEPS"], 1.0) - rainbow_dqn.beta += fraction * (1.0 - rainbow_dqn.beta) - - # Learn according to learning frequency - if ( - memory.counter % rainbow_dqn.learn_step == 0 - and len(memory) >= rainbow_dqn.batch_size - ): - # Sample replay buffer - # Learn according to agent's RL algorithm - - experiences = memory.sample(rainbow_dqn.batch_size, rainbow_dqn.beta) - if n_step_memory is not None: - n_step_experiences = n_step_memory.sample_from_indices(experiences[6]) - experiences += n_step_experiences - idxs, priorities = rainbow_dqn.learn(experiences, n_step=n_step, per=per) - memory.update_priorities(idxs, priorities) - - terminations.append(done) - rewards.append(reward) - truncs.append(trunc) - state = next_state - - rainbow_dqn.scores.append(score) - - rainbow_dqn.steps[-1] += step - total_steps += step - - scores = calculate_vectorized_scores(np.array(rewards), np.array(terminations)) - score = np.mean(scores) - - rainbow_dqn.scores.append(score) - - rainbow_dqn.steps[-1] += INIT_HP["MAX_STEPS"] - total_steps += INIT_HP["MAX_STEPS"] - - # Now evolve population if necessary - if (episode + 1) % INIT_HP["EVAL_EPS"] == 0: - # Evaluate population - fitness = rainbow_dqn.test( - env, - swap_channels=INIT_HP["CHANNELS_LAST"], - max_steps=INIT_HP["MAX_STEPS"], - loop=INIT_HP["EVO_LOOP"], - ) - - fitness = "%.2f" % fitness - avg_fitness = "%.2f" % np.mean(rainbow_dqn.fitness[-100:]) - avg_score = "%.2f" % np.mean(rainbow_dqn.scores[-100:]) - num_steps = rainbow_dqn.steps[-1] - - print( - f""" - --- Epoch {episode + 1} --- - Fitness:\t\t{fitness} - 100 fitness avgs:\t{avg_fitness} - 100 score avgs:\t{avg_score} - Steps:\t\t{num_steps} - """, - end="\r", - ) - - if episode + 1 == INIT_HP["EPISODES"]: - # Save the trained algorithm at the end of the training loop - save_path = f"RainbowDQN_0_{INIT_HP['EPISODES']}.pt" - rainbow_dqn.saveCheckpoint(save_path) +# total_steps = 0 + +# n_step = True if INIT_HP["N_STEP"] > 1 else False +# per = INIT_HP["PER"] + +# for episode in trange(INIT_HP["EPISODES"]): +# state = env.reset()[0] # Reset environment at start of episode +# rewards, terminations, truncs = [], [], [] +# score = 0 +# for step in range(INIT_HP["MAX_STEPS"]): +# if INIT_HP["CHANNELS_LAST"]: +# state = np.moveaxis(state, [-1], [-3]) +# # Get next action from agent +# action = rainbow_dqn.getAction(state) +# next_state, reward, done, trunc, _ = env.step(action) # Act in environment + +# if INIT_HP["CHANNELS_LAST"]: +# one_step_transition = n_step_memory.save2memoryVectEnvs( +# state, +# action, +# reward, +# np.moveaxis(next_state, [-1], [-3]), +# done, +# ) +# else: +# one_step_transition = n_step_memory.save2memoryVectEnvs( +# state, +# action, +# reward, +# next_state, +# done, +# ) +# if one_step_transition: +# memory.save2memoryVectEnvs(*one_step_transition) + +# # Learn according to learning frequency +# if per: +# fraction = min((step + 1) / INIT_HP["MAX_STEPS"], 1.0) +# rainbow_dqn.beta += fraction * (1.0 - rainbow_dqn.beta) + +# # Learn according to learning frequency +# if ( +# memory.counter % rainbow_dqn.learn_step == 0 +# and len(memory) >= rainbow_dqn.batch_size +# ): +# # Sample replay buffer +# # Learn according to agent's RL algorithm + +# experiences = memory.sample(rainbow_dqn.batch_size, rainbow_dqn.beta) +# if n_step_memory is not None: +# n_step_experiences = n_step_memory.sample_from_indices(experiences[6]) +# experiences += n_step_experiences +# idxs, priorities = rainbow_dqn.learn(experiences, n_step=n_step, per=per) +# memory.update_priorities(idxs, priorities) + +# terminations.append(done) +# rewards.append(reward) +# truncs.append(trunc) +# state = next_state + +# rainbow_dqn.scores.append(score) + +# rainbow_dqn.steps[-1] += step +# total_steps += step + +# scores = calculate_vectorized_scores(np.array(rewards), np.array(terminations)) +# score = np.mean(scores) + +# rainbow_dqn.scores.append(score) + +# rainbow_dqn.steps[-1] += INIT_HP["MAX_STEPS"] +# total_steps += INIT_HP["MAX_STEPS"] + +# # Now evolve population if necessary +# if (episode + 1) % INIT_HP["EVAL_EPS"] == 0: +# # Evaluate population +# fitness = rainbow_dqn.test( +# env, +# swap_channels=INIT_HP["CHANNELS_LAST"], +# max_steps=INIT_HP["MAX_STEPS"], +# loop=INIT_HP["EVO_LOOP"], +# ) + +# fitness = "%.2f" % fitness +# avg_fitness = "%.2f" % np.mean(rainbow_dqn.fitness[-100:]) +# avg_score = "%.2f" % np.mean(rainbow_dqn.scores[-100:]) +# num_steps = rainbow_dqn.steps[-1] + +# print( +# f""" +# --- Epoch {episode + 1} --- +# Fitness:\t\t{fitness} +# 100 fitness avgs:\t{avg_fitness} +# 100 score avgs:\t{avg_score} +# Steps:\t\t{num_steps} +# """, +# end="\r", +# ) + +# if episode + 1 == INIT_HP["EPISODES"]: +# # Save the trained algorithm at the end of the training loop +# save_path = f"RainbowDQN_0_{INIT_HP['EPISODES']}.pt" +# rainbow_dqn.saveCheckpoint(save_path) # %% @@ -347,14 +406,14 @@ # ~~~~~~~~~~ # Instantiate a RainbowDQN object -rainbow_dqn = RainbowDQN( - state_dim=state_dim, - action_dim=action_dim, - one_hot=one_hot, -) +# rainbow_dqn = RainbowDQN( +# state_dim=state_dim, +# action_dim=action_dim, +# one_hot=one_hot, +# ) -# Load in the saved model -rainbow_dqn.loadCheckpoint(save_path) +# # Load in the saved model +# rainbow_dqn.loadCheckpoint(save_path) # %% # Define function to label image with episode number @@ -382,52 +441,52 @@ def label_frame(frame, episode_num): # %% # Test loop for inference # ~~~~~~~~~~~~~~~~~~~~~~~ -rewards = [] -frames = [] -testing_eps = 5 -test_env = gym.make("CartPole-v1", render_mode="rgb_array") -with torch.no_grad(): - for ep in range(testing_eps): - state = test_env.reset()[0] # Reset environment at start of episode - score = 0 - - for step in range(INIT_HP["MAX_STEPS"]): - # If your state is an RGB image - if INIT_HP["CHANNELS_LAST"]: - state = np.moveaxis(state, [-1], [-3]) - - # Get next action from agent - action, *_ = rainbow_dqn.getAction(state) - - # Save the frame for this step and append to frames list - frame = test_env.render() - frames.append(label_frame(frame, episode_num=ep)) - - # Take the action in the environment - state, reward, terminated, truncated, _ = test_env.step( - action - ) # Act in environment - - # Collect the score of environment 0 - score += reward - - # Break if environment 0 is done or truncated - if terminated or truncated: - break - - # Collect and print episodic reward - rewards.append(score) - print("-" * 15, f"Episode: {ep}", "-" * 15) - print("Episodic Reward: ", rewards[-1]) - - test_env.close() +# rewards = [] +# frames = [] +# testing_eps = 5 +# test_env = gym.make("CartPole-v1", render_mode="rgb_array") +# with torch.no_grad(): +# for ep in range(testing_eps): +# state = test_env.reset()[0] # Reset environment at start of episode +# score = 0 + +# for step in range(INIT_HP["MAX_STEPS"]): +# # If your state is an RGB image +# if INIT_HP["CHANNELS_LAST"]: +# state = np.moveaxis(state, [-1], [-3]) + +# # Get next action from agent +# action, *_ = rainbow_dqn.getAction(state) + +# # Save the frame for this step and append to frames list +# frame = test_env.render() +# frames.append(label_frame(frame, episode_num=ep)) + +# # Take the action in the environment +# state, reward, terminated, truncated, _ = test_env.step( +# action +# ) # Act in environment + +# # Collect the score of environment 0 +# score += reward + +# # Break if environment 0 is done or truncated +# if terminated or truncated: +# break + +# # Collect and print episodic reward +# rewards.append(score) +# print("-" * 15, f"Episode: {ep}", "-" * 15) +# print("Episodic Reward: ", rewards[-1]) + +# test_env.close() # %% # Save test episosdes as a gif -# ~~~~~~~~~~~~ -gif_path = "./videos/" -os.makedirs(gif_path, exist_ok=True) -imageio.mimwrite( - os.path.join("./videos/", "rainbow_dqn_cartpole.gif"), frames, duration=10 -) -mean_fitness = np.mean(rewards) +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +# gif_path = "./videos/" +# os.makedirs(gif_path, exist_ok=True) +# imageio.mimwrite( +# os.path.join("./videos/", "rainbow_dqn_cartpole.gif"), frames, duration=10 +# ) +# mean_fitness = np.mean(rewards) diff --git a/docs/tutorials/training_agents/agilerl_td3_tutorial.py b/docs/tutorials/training_agents/agilerl_td3_tutorial.py index 45805ccb1..8562b2ef0 100644 --- a/docs/tutorials/training_agents/agilerl_td3_tutorial.py +++ b/docs/tutorials/training_agents/agilerl_td3_tutorial.py @@ -9,7 +9,7 @@ # to beat the Gymnasium continuous lunar lander environment. AgileRL is a deep reinforcement learning # library, focussed on improving the RL training process through evolutionary hyperparameter # optimisation (HPO), which has resulted in upto 10x faster HPO compared to other popular deep RL -# libraries. Check out the AgileRL github [repository](https://github.com/AgileRL/AgileRL) for +# libraries. Check out the AgileRL github `repository `__ for # more information about the library. # %% @@ -33,13 +33,12 @@ # ------------ # +# Author: Michael Pratt +# License: MIT License import os import imageio import numpy as np - -# Author: Michael Pratt -# License: MIT License import torch from agilerl.algorithms.td3 import TD3 from agilerl.components.replay_buffer import ReplayBuffer @@ -185,7 +184,7 @@ # elitism is used, the best agent from a population is automatically preserved and becomes a member of the next generation. # Then, for each tournament, k individuals are randomly chosen, and the agent with the best evaluation fitness is preserved. # This is repeated until the population for the next generation is full. - +# # The class ``TournamentSelection()`` defines the functions required for tournament selection. ``TournamentSelection.select()`` # returns the best agent, and the new generation of agents. @@ -200,14 +199,15 @@ # Mutation is periodically used to explore the hyperparameter space, allowing different hyperparameter combinations to be # trialled during training. If certain hyperparameters prove relatively beneficial to training, then that agent is more # likely to be preserved in the next generation, and so those characteristics are more likely to remain in the population. - +# # The ``Mutations()`` class is used to mutate agents with pre-set probabilities. The available mutations currently implemented are: +# # * No mutation # * Network architecture mutation - adding layers or nodes. Trained weights are reused and new weights are initialized randomly. # * Network parameters mutation - mutating weights with Gaussian noise. # * Network activation layer mutation - change of activation layer. # * RL algorithm mutation - mutation of learning hyperparameter, such as learning rate or batch size. - +# # ``Mutations.mutation()`` returns a mutated population. # Tournament selection and mutation should be applied sequentially to fully evolve a population between evaluation and learning cycles. @@ -451,7 +451,7 @@ def label_frame(frame, episode_num): # %% # Save test episosdes as a gif -# ~~~~~~~~~~~~ +# ~~~~~~~~~~~~~~~~~~~~~~~~~~~~ gif_path = "./videos/" os.makedirs(gif_path, exist_ok=True) imageio.mimwrite( From 6979903ab1283c07aacf31d93ca2fbd7f4fc3a41 Mon Sep 17 00:00:00 2001 From: mikepratt1 Date: Thu, 23 Nov 2023 10:52:23 +0000 Subject: [PATCH 05/10] added gifs of completed agilerl envs --- .../img/tutorials/agilerl_ppo_acrobot.gif | Bin 0 -> 832665 bytes 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