From 3ccad50dce738779424cd0709aa6a7ee8e7bced6 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Fri, 12 Dec 2025 15:49:41 -0500 Subject: [PATCH 1/4] Move contents to src. Use UV instead of setuptools --- .python-version | 1 + envs/tornadocliff_env | 1 - leaderboard_bot/last_update.txt | 2 - leaderboard_bot/update_leaderboards.py | 21 - pyproject.toml | 14 + reinforcelab/transforms/__init__.py | 0 reinforcelab/utils/leaderboard_utils.py | 40 - requirements.txt | 6 - setup.py | 19 - .../modules}/action_selectors/__init__.py | 0 .../action_selectors/action_selector.py | 0 .../action_selectors/continuous/__init__.py | 0 .../continuous/continuous_action_selector.py | 0 .../continuous/epsilon_greedy.py | 2 +- .../continuous/noisy_action.py | 2 +- .../action_selectors/discrete/__init__.py | 0 .../discrete/discrete_action_selector.py | 0 .../discrete/epsilon_greedy.py | 0 .../reinforcelab/modules}/agents/__init__.py | 0 .../reinforcelab/modules}/agents/agent.py | 0 .../agents/policy_gradient/__init__.py | 0 .../modules}/agents/policy_gradient/ddpg.py | 0 .../agents/value_optimization/__init__.py | 0 .../function_approximation/__init__.py | 0 .../function_approximation/dcqn.py | 0 .../function_approximation/dqn.py | 0 .../value_optimization/tabular/__init__.py | 0 .../tabular/expected_sarsa.py | 0 .../value_optimization/tabular/q_learning.py | 0 .../value_optimization/tabular/sarsa.py | 0 .../reinforcelab/modules}/brains/__init__.py | 0 .../modules}/brains/actor_critic.py | 2 +- .../reinforcelab/modules}/brains/brain.py | 0 .../reinforcelab/modules}/brains/q_network.py | 0 .../reinforcelab/modules}/brains/q_table.py | 0 .../modules}/estimators/__init__.py | 0 .../modules}/estimators/double_q_estimator.py | 2 +- .../modules}/estimators/estimator.py | 0 .../estimators/expected_sarsa_estimator.py | 2 +- .../modules}/estimators/max_q_estimator.py | 2 +- .../modules}/estimators/sars_estimator.py | 2 +- .../modules}/estimators/sarsa_estimator.py | 2 +- .../modules}/experience/__init__.py | 0 .../reinforcelab/modules}/experience/batch.py | 0 .../modules}/experience/experience.py | 0 .../modules}/experience/priority.py | 0 .../modules}/memory_buffers/__init__.py | 0 .../memory_buffers/experience_replay.py | 0 .../modules}/memory_buffers/memory_buffer.py | 0 .../modules}/memory_buffers/ordered_buffer.py | 0 .../modules/procedures}/__init__.py | 0 .../reinforcelab/modules}/procedures/test.py | 0 .../reinforcelab/modules}/procedures/train.py | 0 .../modules/transforms}/__init__.py | 0 .../transforms/experience/__init__.py | 0 .../experience/experience_transform.py | 0 .../modules}/transforms/experience/icm.py | 0 .../reinforcelab/modules}/utils.py | 0 .../tasks}/blackjack/reference/q_learning.py | 0 .../tasks}/blackjack/reference/train.py | 0 .../exercises/ql2dqn/deep_q_learning.py | 0 .../exercises/ql2dqn/memory_buffer.py | 0 .../tasks}/cartpole/exercises/ql2dqn/train.py | 0 .../cartpole/reference/deep_q_learning.py | 0 .../cartpole/reference/memory_buffer.py | 0 .../tasks}/cartpole/reference/train.py | 0 .../reinforcelab/tasks}/mountaincar/README.md | 0 .../mountaincar/optimized/deep_q_learning.py | 0 .../mountaincar/optimized/memory_buffer.py | 0 .../optimized/optimized_agent.dill | Bin .../mountaincar/optimized/requirements.txt | 0 .../tasks}/mountaincar/optimized/train.py | 0 .../optimized/update_leaderboard.py | 0 .../mountaincar/reference/deep_q_learning.py | 0 .../mountaincar/reference/memory_buffer.py | 0 .../tasks}/mountaincar/reference/train.py | 0 .../tasks}/pendulum/reference/ddpg.py | 0 .../pendulum/reference/memory_buffer.py | 0 .../tasks}/pendulum/reference/train.py | 0 train.py | 60 -- uv.lock | 816 ++++++++++++++++++ 81 files changed, 839 insertions(+), 157 deletions(-) create mode 100644 .python-version delete mode 160000 envs/tornadocliff_env delete mode 100644 leaderboard_bot/last_update.txt delete mode 100644 leaderboard_bot/update_leaderboards.py create mode 100644 pyproject.toml delete mode 100644 reinforcelab/transforms/__init__.py delete mode 100644 reinforcelab/utils/leaderboard_utils.py delete mode 100644 requirements.txt delete mode 100644 setup.py rename {reinforcelab => src/reinforcelab/modules}/action_selectors/__init__.py (100%) rename {reinforcelab => src/reinforcelab/modules}/action_selectors/action_selector.py (100%) rename {reinforcelab => src/reinforcelab/modules}/action_selectors/continuous/__init__.py (100%) rename {reinforcelab => src/reinforcelab/modules}/action_selectors/continuous/continuous_action_selector.py (100%) rename {reinforcelab => src/reinforcelab/modules}/action_selectors/continuous/epsilon_greedy.py (94%) rename {reinforcelab => src/reinforcelab/modules}/action_selectors/continuous/noisy_action.py (94%) rename {reinforcelab => src/reinforcelab/modules}/action_selectors/discrete/__init__.py (100%) rename {reinforcelab => src/reinforcelab/modules}/action_selectors/discrete/discrete_action_selector.py (100%) rename {reinforcelab => src/reinforcelab/modules}/action_selectors/discrete/epsilon_greedy.py (100%) rename {reinforcelab => src/reinforcelab/modules}/agents/__init__.py (100%) rename {reinforcelab => src/reinforcelab/modules}/agents/agent.py (100%) rename {reinforcelab => src/reinforcelab/modules}/agents/policy_gradient/__init__.py (100%) rename {reinforcelab => src/reinforcelab/modules}/agents/policy_gradient/ddpg.py (100%) rename {reinforcelab => src/reinforcelab/modules}/agents/value_optimization/__init__.py (100%) rename {reinforcelab => src/reinforcelab/modules}/agents/value_optimization/function_approximation/__init__.py (100%) rename {reinforcelab => src/reinforcelab/modules}/agents/value_optimization/function_approximation/dcqn.py (100%) rename {reinforcelab => src/reinforcelab/modules}/agents/value_optimization/function_approximation/dqn.py (100%) rename {reinforcelab => src/reinforcelab/modules}/agents/value_optimization/tabular/__init__.py (100%) rename {reinforcelab => src/reinforcelab/modules}/agents/value_optimization/tabular/expected_sarsa.py (100%) rename {reinforcelab => src/reinforcelab/modules}/agents/value_optimization/tabular/q_learning.py (100%) rename {reinforcelab => src/reinforcelab/modules}/agents/value_optimization/tabular/sarsa.py (100%) rename {reinforcelab => src/reinforcelab/modules}/brains/__init__.py (100%) rename {reinforcelab => src/reinforcelab/modules}/brains/actor_critic.py (98%) rename {reinforcelab => src/reinforcelab/modules}/brains/brain.py (100%) rename {reinforcelab => src/reinforcelab/modules}/brains/q_network.py (100%) rename {reinforcelab => src/reinforcelab/modules}/brains/q_table.py (100%) rename {reinforcelab => src/reinforcelab/modules}/estimators/__init__.py (100%) rename {reinforcelab => src/reinforcelab/modules}/estimators/double_q_estimator.py (96%) rename {reinforcelab => src/reinforcelab/modules}/estimators/estimator.py (100%) rename {reinforcelab => src/reinforcelab/modules}/estimators/expected_sarsa_estimator.py (97%) rename {reinforcelab => src/reinforcelab/modules}/estimators/max_q_estimator.py (96%) rename {reinforcelab => src/reinforcelab/modules}/estimators/sars_estimator.py (96%) rename {reinforcelab => src/reinforcelab/modules}/estimators/sarsa_estimator.py (97%) rename {reinforcelab => src/reinforcelab/modules}/experience/__init__.py (100%) rename {reinforcelab => src/reinforcelab/modules}/experience/batch.py (100%) rename {reinforcelab => src/reinforcelab/modules}/experience/experience.py (100%) rename {reinforcelab => src/reinforcelab/modules}/experience/priority.py (100%) rename {reinforcelab => src/reinforcelab/modules}/memory_buffers/__init__.py (100%) rename {reinforcelab => src/reinforcelab/modules}/memory_buffers/experience_replay.py (100%) rename {reinforcelab => src/reinforcelab/modules}/memory_buffers/memory_buffer.py (100%) rename {reinforcelab => src/reinforcelab/modules}/memory_buffers/ordered_buffer.py (100%) rename {reinforcelab => src/reinforcelab/modules/procedures}/__init__.py (100%) rename {reinforcelab => src/reinforcelab/modules}/procedures/test.py (100%) rename {reinforcelab => src/reinforcelab/modules}/procedures/train.py (100%) rename {reinforcelab/procedures => src/reinforcelab/modules/transforms}/__init__.py (100%) rename {reinforcelab => src/reinforcelab/modules}/transforms/experience/__init__.py (100%) rename {reinforcelab => src/reinforcelab/modules}/transforms/experience/experience_transform.py (100%) rename {reinforcelab => src/reinforcelab/modules}/transforms/experience/icm.py (100%) rename {reinforcelab => src/reinforcelab/modules}/utils.py (100%) rename {tasks => src/reinforcelab/tasks}/blackjack/reference/q_learning.py (100%) rename {tasks => src/reinforcelab/tasks}/blackjack/reference/train.py (100%) rename {tasks => src/reinforcelab/tasks}/cartpole/exercises/ql2dqn/deep_q_learning.py (100%) rename {tasks => src/reinforcelab/tasks}/cartpole/exercises/ql2dqn/memory_buffer.py (100%) rename {tasks => src/reinforcelab/tasks}/cartpole/exercises/ql2dqn/train.py (100%) rename {tasks => src/reinforcelab/tasks}/cartpole/reference/deep_q_learning.py (100%) rename {tasks => src/reinforcelab/tasks}/cartpole/reference/memory_buffer.py (100%) rename {tasks => src/reinforcelab/tasks}/cartpole/reference/train.py (100%) rename {tasks => src/reinforcelab/tasks}/mountaincar/README.md (100%) rename {tasks => src/reinforcelab/tasks}/mountaincar/optimized/deep_q_learning.py (100%) rename {tasks => src/reinforcelab/tasks}/mountaincar/optimized/memory_buffer.py (100%) rename {tasks => src/reinforcelab/tasks}/mountaincar/optimized/optimized_agent.dill (100%) rename {tasks => src/reinforcelab/tasks}/mountaincar/optimized/requirements.txt (100%) rename {tasks => src/reinforcelab/tasks}/mountaincar/optimized/train.py (100%) rename {tasks => src/reinforcelab/tasks}/mountaincar/optimized/update_leaderboard.py (100%) rename {tasks => src/reinforcelab/tasks}/mountaincar/reference/deep_q_learning.py (100%) rename {tasks => src/reinforcelab/tasks}/mountaincar/reference/memory_buffer.py (100%) rename {tasks => src/reinforcelab/tasks}/mountaincar/reference/train.py (100%) rename {tasks => src/reinforcelab/tasks}/pendulum/reference/ddpg.py (100%) rename {tasks => src/reinforcelab/tasks}/pendulum/reference/memory_buffer.py (100%) rename {tasks => src/reinforcelab/tasks}/pendulum/reference/train.py (100%) delete mode 100644 train.py create mode 100644 uv.lock diff --git a/.python-version b/.python-version new file mode 100644 index 0000000..24ee5b1 --- /dev/null +++ b/.python-version @@ -0,0 +1 @@ +3.13 diff --git a/envs/tornadocliff_env b/envs/tornadocliff_env deleted file mode 160000 index b1f6b04..0000000 --- a/envs/tornadocliff_env +++ /dev/null @@ -1 +0,0 @@ -Subproject commit b1f6b04015b628b725a3fe593ed0503538c31a60 diff --git a/leaderboard_bot/last_update.txt b/leaderboard_bot/last_update.txt deleted file mode 100644 index 6927a44..0000000 --- a/leaderboard_bot/last_update.txt +++ /dev/null @@ -1,2 +0,0 @@ -Last Update (UTC): 2023-06-29 01:06:07.564026 - diff --git a/leaderboard_bot/update_leaderboards.py b/leaderboard_bot/update_leaderboards.py deleted file mode 100644 index 6f66622..0000000 --- a/leaderboard_bot/update_leaderboards.py +++ /dev/null @@ -1,21 +0,0 @@ -import os -import sys -from datetime import datetime - -print(sys.argv[1:]) - -if len(sys.argv[1:-1]) > 0: - for agent_path in sys.argv[1:-1]: - - # For every agent get the environment path - environment_path = "/".join(agent_path.split("/")[:-1]) - - # Install requirements.txt - os.system(f'python -m pip install -r {environment_path}/requirements.txt') - - # Start the "update leadeboard" process - os.system(f'python {environment_path}/update_leaderboard.py {sys.argv[-1]}') - -f = open(f"leaderboard_bot/last_update.txt", "w") -f.write(f"Last Update (UTC): {datetime.utcnow()}\n\n") -f.close() diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..20a4c93 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,14 @@ +[project] +name = "reinforcelab" +version = "0.1.0" +description = "Add your description here" +readme = "README.md" +requires-python = ">=3.10" +dependencies = [ + "dill>=0.3.6", + "gymnasium>=0.28", + "matplotlib>=3.0", + "opencv-python>=4.0", + "seaborn>=0.12.2", + "tqdm>=4.64.1", +] diff --git a/reinforcelab/transforms/__init__.py b/reinforcelab/transforms/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/reinforcelab/utils/leaderboard_utils.py b/reinforcelab/utils/leaderboard_utils.py deleted file mode 100644 index f19a961..0000000 --- a/reinforcelab/utils/leaderboard_utils.py +++ /dev/null @@ -1,40 +0,0 @@ -import os -import pandas as pd -from datetime import datetime -import sys - -def load_leaderboard(path='/leaderboard/leaderboard.csv'): - - path = "/".join((sys.argv[0]).split('/')[:-2]) + path - - if os.path.exists(path): - return pd.read_csv(path) - else: - return pd.DataFrame(columns=['User', 'Score', "Num Epochs", 'Date (UTC)']) - -def add_score(leaderboard, user="test_user", score=0, num_epochs=0): - - new_score = pd.DataFrame.from_dict({'User': [user], 'Score': [score], "Num Epochs": [num_epochs], 'Date (UTC)': [datetime.utcnow()]}) - leaderboard = pd.concat([leaderboard, new_score], axis=0) - - # Sort leaderboard - leaderboard = leaderboard.sort_values(by=['Score', 'Num Epochs'], ascending=[0, 1]).reset_index(drop=True) - - return leaderboard - -def save_leaderboard(leaderboard, path='/leaderboard/leaderboard.csv'): - path = "/".join((sys.argv[0]).split('/')[:-2]) + path - directory = "/".join(path.split('/')[:-1]) - if not os.path.isdir(directory): - os.mkdir(directory) - - leaderboard.to_csv(path, index=False) - -def update_readme(leaderboard): - path = "/".join((sys.argv[0]).split('/')[:-2]) - f = open(f"{path}/README.md", "w") - f.write("# Leaderboard \n\n") - f.write(f"Last Update (UTC): {datetime.utcnow()}\n\n") - f.write(leaderboard.to_markdown()) - f.write("\n") - f.close() diff --git a/requirements.txt b/requirements.txt deleted file mode 100644 index 8c888ac..0000000 --- a/requirements.txt +++ /dev/null @@ -1,6 +0,0 @@ -gymnasium==0.28.1 -tqdm==4.64.1 -matplotlib==3.6.3 -seaborn==0.12.2 -dill==0.3.6 -opencv-python==4.10 diff --git a/setup.py b/setup.py deleted file mode 100644 index b90be34..0000000 --- a/setup.py +++ /dev/null @@ -1,19 +0,0 @@ -from setuptools import setup - -with open("requirements.txt", "r") as f: - requires = [] - for line in f: - req = line.split("#", 1)[0].strip() - if req and not req.startswith("--"): - requires.append(req) - -setup( - name="reinforcelab", - version='0.0.0', - escription="Standardized and documented solutions for Reinforcement Learning tasks", - url="https://github.com/factoredai/ReinforceLab", - author="Factored", - packages=["reinforcelab"], - install_requires=requires, - python_requires=">=3.9", -) \ No newline at end of file diff --git a/reinforcelab/action_selectors/__init__.py b/src/reinforcelab/modules/action_selectors/__init__.py similarity index 100% rename from reinforcelab/action_selectors/__init__.py rename to src/reinforcelab/modules/action_selectors/__init__.py diff --git a/reinforcelab/action_selectors/action_selector.py b/src/reinforcelab/modules/action_selectors/action_selector.py similarity index 100% rename from reinforcelab/action_selectors/action_selector.py rename to src/reinforcelab/modules/action_selectors/action_selector.py diff --git a/reinforcelab/action_selectors/continuous/__init__.py b/src/reinforcelab/modules/action_selectors/continuous/__init__.py similarity index 100% rename from reinforcelab/action_selectors/continuous/__init__.py rename to src/reinforcelab/modules/action_selectors/continuous/__init__.py diff --git a/reinforcelab/action_selectors/continuous/continuous_action_selector.py b/src/reinforcelab/modules/action_selectors/continuous/continuous_action_selector.py similarity index 100% rename from reinforcelab/action_selectors/continuous/continuous_action_selector.py rename to src/reinforcelab/modules/action_selectors/continuous/continuous_action_selector.py diff --git a/reinforcelab/action_selectors/continuous/epsilon_greedy.py b/src/reinforcelab/modules/action_selectors/continuous/epsilon_greedy.py similarity index 94% rename from reinforcelab/action_selectors/continuous/epsilon_greedy.py rename to src/reinforcelab/modules/action_selectors/continuous/epsilon_greedy.py index 48ccabf..f08713b 100644 --- a/reinforcelab/action_selectors/continuous/epsilon_greedy.py +++ b/src/reinforcelab/modules/action_selectors/continuous/epsilon_greedy.py @@ -4,7 +4,7 @@ import gymnasium as gym -from reinforcelab.utils import tie_breaker, get_space_size, space_is_type +from reinforcelab.modules.utils import tie_breaker, get_space_size, space_is_type class ContinuousEpsilonGreedy(ContinuousActionSelector): diff --git a/reinforcelab/action_selectors/continuous/noisy_action.py b/src/reinforcelab/modules/action_selectors/continuous/noisy_action.py similarity index 94% rename from reinforcelab/action_selectors/continuous/noisy_action.py rename to src/reinforcelab/modules/action_selectors/continuous/noisy_action.py index 4022902..2ef946a 100644 --- a/reinforcelab/action_selectors/continuous/noisy_action.py +++ b/src/reinforcelab/modules/action_selectors/continuous/noisy_action.py @@ -4,7 +4,7 @@ import gymnasium as gym -from reinforcelab.utils import tie_breaker, get_space_size, space_is_type +from reinforcelab.modules.utils import tie_breaker, get_space_size, space_is_type class NoisyAction(ContinuousActionSelector): diff --git a/reinforcelab/action_selectors/discrete/__init__.py b/src/reinforcelab/modules/action_selectors/discrete/__init__.py similarity index 100% rename from reinforcelab/action_selectors/discrete/__init__.py rename to src/reinforcelab/modules/action_selectors/discrete/__init__.py diff --git a/reinforcelab/action_selectors/discrete/discrete_action_selector.py b/src/reinforcelab/modules/action_selectors/discrete/discrete_action_selector.py similarity index 100% rename from reinforcelab/action_selectors/discrete/discrete_action_selector.py rename to src/reinforcelab/modules/action_selectors/discrete/discrete_action_selector.py diff --git a/reinforcelab/action_selectors/discrete/epsilon_greedy.py b/src/reinforcelab/modules/action_selectors/discrete/epsilon_greedy.py similarity index 100% rename from reinforcelab/action_selectors/discrete/epsilon_greedy.py rename to src/reinforcelab/modules/action_selectors/discrete/epsilon_greedy.py diff --git a/reinforcelab/agents/__init__.py b/src/reinforcelab/modules/agents/__init__.py similarity index 100% rename from reinforcelab/agents/__init__.py rename to src/reinforcelab/modules/agents/__init__.py diff --git a/reinforcelab/agents/agent.py b/src/reinforcelab/modules/agents/agent.py similarity index 100% rename from reinforcelab/agents/agent.py rename to src/reinforcelab/modules/agents/agent.py diff --git a/reinforcelab/agents/policy_gradient/__init__.py b/src/reinforcelab/modules/agents/policy_gradient/__init__.py similarity index 100% rename from reinforcelab/agents/policy_gradient/__init__.py rename to src/reinforcelab/modules/agents/policy_gradient/__init__.py diff --git a/reinforcelab/agents/policy_gradient/ddpg.py b/src/reinforcelab/modules/agents/policy_gradient/ddpg.py similarity index 100% rename from reinforcelab/agents/policy_gradient/ddpg.py rename to src/reinforcelab/modules/agents/policy_gradient/ddpg.py diff --git a/reinforcelab/agents/value_optimization/__init__.py b/src/reinforcelab/modules/agents/value_optimization/__init__.py similarity index 100% rename from reinforcelab/agents/value_optimization/__init__.py rename to src/reinforcelab/modules/agents/value_optimization/__init__.py diff --git a/reinforcelab/agents/value_optimization/function_approximation/__init__.py b/src/reinforcelab/modules/agents/value_optimization/function_approximation/__init__.py similarity index 100% rename from reinforcelab/agents/value_optimization/function_approximation/__init__.py rename to src/reinforcelab/modules/agents/value_optimization/function_approximation/__init__.py diff --git a/reinforcelab/agents/value_optimization/function_approximation/dcqn.py b/src/reinforcelab/modules/agents/value_optimization/function_approximation/dcqn.py similarity index 100% rename from reinforcelab/agents/value_optimization/function_approximation/dcqn.py rename to src/reinforcelab/modules/agents/value_optimization/function_approximation/dcqn.py diff --git a/reinforcelab/agents/value_optimization/function_approximation/dqn.py b/src/reinforcelab/modules/agents/value_optimization/function_approximation/dqn.py similarity index 100% rename from reinforcelab/agents/value_optimization/function_approximation/dqn.py rename to src/reinforcelab/modules/agents/value_optimization/function_approximation/dqn.py diff --git a/reinforcelab/agents/value_optimization/tabular/__init__.py b/src/reinforcelab/modules/agents/value_optimization/tabular/__init__.py similarity index 100% rename from reinforcelab/agents/value_optimization/tabular/__init__.py rename to src/reinforcelab/modules/agents/value_optimization/tabular/__init__.py diff --git a/reinforcelab/agents/value_optimization/tabular/expected_sarsa.py b/src/reinforcelab/modules/agents/value_optimization/tabular/expected_sarsa.py similarity index 100% rename from reinforcelab/agents/value_optimization/tabular/expected_sarsa.py rename to src/reinforcelab/modules/agents/value_optimization/tabular/expected_sarsa.py diff --git a/reinforcelab/agents/value_optimization/tabular/q_learning.py b/src/reinforcelab/modules/agents/value_optimization/tabular/q_learning.py similarity index 100% rename from reinforcelab/agents/value_optimization/tabular/q_learning.py rename to src/reinforcelab/modules/agents/value_optimization/tabular/q_learning.py diff --git a/reinforcelab/agents/value_optimization/tabular/sarsa.py b/src/reinforcelab/modules/agents/value_optimization/tabular/sarsa.py similarity index 100% rename from reinforcelab/agents/value_optimization/tabular/sarsa.py rename to src/reinforcelab/modules/agents/value_optimization/tabular/sarsa.py diff --git a/reinforcelab/brains/__init__.py b/src/reinforcelab/modules/brains/__init__.py similarity index 100% rename from reinforcelab/brains/__init__.py rename to src/reinforcelab/modules/brains/__init__.py diff --git a/reinforcelab/brains/actor_critic.py b/src/reinforcelab/modules/brains/actor_critic.py similarity index 98% rename from reinforcelab/brains/actor_critic.py rename to src/reinforcelab/modules/brains/actor_critic.py index 25bb1cf..db71a39 100644 --- a/reinforcelab/brains/actor_critic.py +++ b/src/reinforcelab/modules/brains/actor_critic.py @@ -6,7 +6,7 @@ from .brain import Brain from reinforcelab.experience import Experience from reinforcelab.estimators import Estimator -from reinforcelab.utils import soft_update +from reinforcelab.modules.utils import soft_update class ActorCritic(Brain): def __init__(self, actor_model: nn.Module, critic_model: nn.Module, estimator: Estimator, learning_rate: 0.01, alpha: 0.001): diff --git a/reinforcelab/brains/brain.py b/src/reinforcelab/modules/brains/brain.py similarity index 100% rename from reinforcelab/brains/brain.py rename to src/reinforcelab/modules/brains/brain.py diff --git a/reinforcelab/brains/q_network.py b/src/reinforcelab/modules/brains/q_network.py similarity index 100% rename from reinforcelab/brains/q_network.py rename to src/reinforcelab/modules/brains/q_network.py diff --git a/reinforcelab/brains/q_table.py b/src/reinforcelab/modules/brains/q_table.py similarity index 100% rename from reinforcelab/brains/q_table.py rename to src/reinforcelab/modules/brains/q_table.py diff --git a/reinforcelab/estimators/__init__.py b/src/reinforcelab/modules/estimators/__init__.py similarity index 100% rename from reinforcelab/estimators/__init__.py rename to src/reinforcelab/modules/estimators/__init__.py diff --git a/reinforcelab/estimators/double_q_estimator.py b/src/reinforcelab/modules/estimators/double_q_estimator.py similarity index 96% rename from reinforcelab/estimators/double_q_estimator.py rename to src/reinforcelab/modules/estimators/double_q_estimator.py index 120a795..83ccb43 100644 --- a/reinforcelab/estimators/double_q_estimator.py +++ b/src/reinforcelab/modules/estimators/double_q_estimator.py @@ -6,7 +6,7 @@ import gymnasium as gym from reinforcelab.experience import Experience -from reinforcelab.utils import space_is_type +from reinforcelab.modules.utils import space_is_type from reinforcelab.brains import Brain from .estimator import Estimator diff --git a/reinforcelab/estimators/estimator.py b/src/reinforcelab/modules/estimators/estimator.py similarity index 100% rename from reinforcelab/estimators/estimator.py rename to src/reinforcelab/modules/estimators/estimator.py diff --git a/reinforcelab/estimators/expected_sarsa_estimator.py b/src/reinforcelab/modules/estimators/expected_sarsa_estimator.py similarity index 97% rename from reinforcelab/estimators/expected_sarsa_estimator.py rename to src/reinforcelab/modules/estimators/expected_sarsa_estimator.py index 435cad0..c414671 100644 --- a/reinforcelab/estimators/expected_sarsa_estimator.py +++ b/src/reinforcelab/modules/estimators/expected_sarsa_estimator.py @@ -7,7 +7,7 @@ from reinforcelab.experience import Experience from reinforcelab.brains import Brain from reinforcelab.action_selectors import DiscreteActionSelector -from reinforcelab.utils import space_is_type +from reinforcelab.modules.utils import space_is_type class ExpectedSARSAEstimator(Estimator): diff --git a/reinforcelab/estimators/max_q_estimator.py b/src/reinforcelab/modules/estimators/max_q_estimator.py similarity index 96% rename from reinforcelab/estimators/max_q_estimator.py rename to src/reinforcelab/modules/estimators/max_q_estimator.py index a4e833a..498c889 100644 --- a/reinforcelab/estimators/max_q_estimator.py +++ b/src/reinforcelab/modules/estimators/max_q_estimator.py @@ -6,7 +6,7 @@ from .estimator import Estimator from reinforcelab.experience import Experience from reinforcelab.brains import Brain -from reinforcelab.utils import space_is_type +from reinforcelab.modules.utils import space_is_type class MaxQEstimator(Estimator): diff --git a/reinforcelab/estimators/sars_estimator.py b/src/reinforcelab/modules/estimators/sars_estimator.py similarity index 96% rename from reinforcelab/estimators/sars_estimator.py rename to src/reinforcelab/modules/estimators/sars_estimator.py index 2c6c9f5..f047166 100644 --- a/reinforcelab/estimators/sars_estimator.py +++ b/src/reinforcelab/modules/estimators/sars_estimator.py @@ -6,7 +6,7 @@ from .estimator import Estimator from reinforcelab.experience import Experience from reinforcelab.brains import Brain -from reinforcelab.utils import space_is_type +from reinforcelab.modules.utils import space_is_type class SARSEstimator(Estimator): diff --git a/reinforcelab/estimators/sarsa_estimator.py b/src/reinforcelab/modules/estimators/sarsa_estimator.py similarity index 97% rename from reinforcelab/estimators/sarsa_estimator.py rename to src/reinforcelab/modules/estimators/sarsa_estimator.py index 307b7d5..62ee61b 100644 --- a/reinforcelab/estimators/sarsa_estimator.py +++ b/src/reinforcelab/modules/estimators/sarsa_estimator.py @@ -6,7 +6,7 @@ from .estimator import Estimator from reinforcelab.experience import Experience from reinforcelab.brains import Brain -from reinforcelab.utils import space_is_type +from reinforcelab.modules.utils import space_is_type class SARSAEstimator(Estimator): diff --git a/reinforcelab/experience/__init__.py b/src/reinforcelab/modules/experience/__init__.py similarity index 100% rename from reinforcelab/experience/__init__.py rename to src/reinforcelab/modules/experience/__init__.py diff --git a/reinforcelab/experience/batch.py b/src/reinforcelab/modules/experience/batch.py similarity index 100% rename from reinforcelab/experience/batch.py rename to src/reinforcelab/modules/experience/batch.py diff --git a/reinforcelab/experience/experience.py b/src/reinforcelab/modules/experience/experience.py similarity index 100% rename from reinforcelab/experience/experience.py rename to src/reinforcelab/modules/experience/experience.py diff --git a/reinforcelab/experience/priority.py b/src/reinforcelab/modules/experience/priority.py similarity index 100% rename from reinforcelab/experience/priority.py rename to src/reinforcelab/modules/experience/priority.py diff --git a/reinforcelab/memory_buffers/__init__.py b/src/reinforcelab/modules/memory_buffers/__init__.py similarity index 100% rename from reinforcelab/memory_buffers/__init__.py rename to src/reinforcelab/modules/memory_buffers/__init__.py diff --git a/reinforcelab/memory_buffers/experience_replay.py b/src/reinforcelab/modules/memory_buffers/experience_replay.py similarity index 100% rename from reinforcelab/memory_buffers/experience_replay.py rename to src/reinforcelab/modules/memory_buffers/experience_replay.py diff --git a/reinforcelab/memory_buffers/memory_buffer.py b/src/reinforcelab/modules/memory_buffers/memory_buffer.py similarity index 100% rename from reinforcelab/memory_buffers/memory_buffer.py rename to src/reinforcelab/modules/memory_buffers/memory_buffer.py diff --git a/reinforcelab/memory_buffers/ordered_buffer.py b/src/reinforcelab/modules/memory_buffers/ordered_buffer.py similarity index 100% rename from reinforcelab/memory_buffers/ordered_buffer.py rename to src/reinforcelab/modules/memory_buffers/ordered_buffer.py diff --git a/reinforcelab/__init__.py b/src/reinforcelab/modules/procedures/__init__.py similarity index 100% rename from reinforcelab/__init__.py rename to src/reinforcelab/modules/procedures/__init__.py diff --git a/reinforcelab/procedures/test.py b/src/reinforcelab/modules/procedures/test.py similarity index 100% rename from reinforcelab/procedures/test.py rename to src/reinforcelab/modules/procedures/test.py diff --git a/reinforcelab/procedures/train.py b/src/reinforcelab/modules/procedures/train.py similarity index 100% rename from reinforcelab/procedures/train.py rename to src/reinforcelab/modules/procedures/train.py diff --git a/reinforcelab/procedures/__init__.py b/src/reinforcelab/modules/transforms/__init__.py similarity index 100% rename from reinforcelab/procedures/__init__.py rename to src/reinforcelab/modules/transforms/__init__.py diff --git a/reinforcelab/transforms/experience/__init__.py b/src/reinforcelab/modules/transforms/experience/__init__.py similarity index 100% rename from reinforcelab/transforms/experience/__init__.py rename to src/reinforcelab/modules/transforms/experience/__init__.py diff --git a/reinforcelab/transforms/experience/experience_transform.py b/src/reinforcelab/modules/transforms/experience/experience_transform.py similarity index 100% rename from reinforcelab/transforms/experience/experience_transform.py rename to src/reinforcelab/modules/transforms/experience/experience_transform.py diff --git a/reinforcelab/transforms/experience/icm.py b/src/reinforcelab/modules/transforms/experience/icm.py similarity index 100% rename from reinforcelab/transforms/experience/icm.py rename to src/reinforcelab/modules/transforms/experience/icm.py diff --git a/reinforcelab/utils.py b/src/reinforcelab/modules/utils.py similarity index 100% rename from reinforcelab/utils.py rename to src/reinforcelab/modules/utils.py diff --git a/tasks/blackjack/reference/q_learning.py b/src/reinforcelab/tasks/blackjack/reference/q_learning.py similarity index 100% rename from tasks/blackjack/reference/q_learning.py rename to src/reinforcelab/tasks/blackjack/reference/q_learning.py diff --git a/tasks/blackjack/reference/train.py b/src/reinforcelab/tasks/blackjack/reference/train.py similarity index 100% rename from tasks/blackjack/reference/train.py rename to src/reinforcelab/tasks/blackjack/reference/train.py diff --git a/tasks/cartpole/exercises/ql2dqn/deep_q_learning.py b/src/reinforcelab/tasks/cartpole/exercises/ql2dqn/deep_q_learning.py similarity index 100% rename from tasks/cartpole/exercises/ql2dqn/deep_q_learning.py rename to src/reinforcelab/tasks/cartpole/exercises/ql2dqn/deep_q_learning.py diff --git a/tasks/cartpole/exercises/ql2dqn/memory_buffer.py b/src/reinforcelab/tasks/cartpole/exercises/ql2dqn/memory_buffer.py similarity index 100% rename from tasks/cartpole/exercises/ql2dqn/memory_buffer.py rename to src/reinforcelab/tasks/cartpole/exercises/ql2dqn/memory_buffer.py diff --git a/tasks/cartpole/exercises/ql2dqn/train.py b/src/reinforcelab/tasks/cartpole/exercises/ql2dqn/train.py similarity index 100% rename from tasks/cartpole/exercises/ql2dqn/train.py rename to src/reinforcelab/tasks/cartpole/exercises/ql2dqn/train.py diff --git a/tasks/cartpole/reference/deep_q_learning.py b/src/reinforcelab/tasks/cartpole/reference/deep_q_learning.py similarity index 100% rename from tasks/cartpole/reference/deep_q_learning.py rename to src/reinforcelab/tasks/cartpole/reference/deep_q_learning.py diff --git a/tasks/cartpole/reference/memory_buffer.py b/src/reinforcelab/tasks/cartpole/reference/memory_buffer.py similarity index 100% rename from tasks/cartpole/reference/memory_buffer.py rename to src/reinforcelab/tasks/cartpole/reference/memory_buffer.py diff --git a/tasks/cartpole/reference/train.py b/src/reinforcelab/tasks/cartpole/reference/train.py similarity index 100% rename from tasks/cartpole/reference/train.py rename to src/reinforcelab/tasks/cartpole/reference/train.py diff --git a/tasks/mountaincar/README.md b/src/reinforcelab/tasks/mountaincar/README.md similarity index 100% rename from tasks/mountaincar/README.md rename to src/reinforcelab/tasks/mountaincar/README.md diff --git a/tasks/mountaincar/optimized/deep_q_learning.py b/src/reinforcelab/tasks/mountaincar/optimized/deep_q_learning.py similarity index 100% rename from tasks/mountaincar/optimized/deep_q_learning.py rename to src/reinforcelab/tasks/mountaincar/optimized/deep_q_learning.py diff --git a/tasks/mountaincar/optimized/memory_buffer.py b/src/reinforcelab/tasks/mountaincar/optimized/memory_buffer.py similarity index 100% rename from tasks/mountaincar/optimized/memory_buffer.py rename to src/reinforcelab/tasks/mountaincar/optimized/memory_buffer.py diff --git a/tasks/mountaincar/optimized/optimized_agent.dill b/src/reinforcelab/tasks/mountaincar/optimized/optimized_agent.dill similarity index 100% rename from tasks/mountaincar/optimized/optimized_agent.dill rename to src/reinforcelab/tasks/mountaincar/optimized/optimized_agent.dill diff --git a/tasks/mountaincar/optimized/requirements.txt b/src/reinforcelab/tasks/mountaincar/optimized/requirements.txt similarity index 100% rename from tasks/mountaincar/optimized/requirements.txt rename to src/reinforcelab/tasks/mountaincar/optimized/requirements.txt diff --git a/tasks/mountaincar/optimized/train.py b/src/reinforcelab/tasks/mountaincar/optimized/train.py similarity index 100% rename from tasks/mountaincar/optimized/train.py rename to src/reinforcelab/tasks/mountaincar/optimized/train.py diff --git a/tasks/mountaincar/optimized/update_leaderboard.py b/src/reinforcelab/tasks/mountaincar/optimized/update_leaderboard.py similarity index 100% rename from tasks/mountaincar/optimized/update_leaderboard.py rename to src/reinforcelab/tasks/mountaincar/optimized/update_leaderboard.py diff --git a/tasks/mountaincar/reference/deep_q_learning.py b/src/reinforcelab/tasks/mountaincar/reference/deep_q_learning.py similarity index 100% rename from tasks/mountaincar/reference/deep_q_learning.py rename to src/reinforcelab/tasks/mountaincar/reference/deep_q_learning.py diff --git a/tasks/mountaincar/reference/memory_buffer.py b/src/reinforcelab/tasks/mountaincar/reference/memory_buffer.py similarity index 100% rename from tasks/mountaincar/reference/memory_buffer.py rename to src/reinforcelab/tasks/mountaincar/reference/memory_buffer.py diff --git a/tasks/mountaincar/reference/train.py b/src/reinforcelab/tasks/mountaincar/reference/train.py similarity index 100% rename from tasks/mountaincar/reference/train.py rename to src/reinforcelab/tasks/mountaincar/reference/train.py diff --git a/tasks/pendulum/reference/ddpg.py b/src/reinforcelab/tasks/pendulum/reference/ddpg.py similarity index 100% rename from tasks/pendulum/reference/ddpg.py rename to src/reinforcelab/tasks/pendulum/reference/ddpg.py diff --git a/tasks/pendulum/reference/memory_buffer.py b/src/reinforcelab/tasks/pendulum/reference/memory_buffer.py similarity index 100% rename from tasks/pendulum/reference/memory_buffer.py rename to src/reinforcelab/tasks/pendulum/reference/memory_buffer.py diff --git a/tasks/pendulum/reference/train.py b/src/reinforcelab/tasks/pendulum/reference/train.py similarity index 100% rename from tasks/pendulum/reference/train.py rename to src/reinforcelab/tasks/pendulum/reference/train.py diff --git a/train.py b/train.py deleted file mode 100644 index 330c1c7..0000000 --- a/train.py +++ /dev/null @@ -1,60 +0,0 @@ -import gymnasium as gym -import torch -from torch import nn -from copy import deepcopy - -from reinforcelab.procedures.train import Train -from reinforcelab.agents import DDPG - -env = gym.make('Pusher-v4', render_mode="rgb_array") - -class Actor(nn.Module): - def __init__(self, input_size, output_size): - super(Actor, self).__init__() - self.model = nn.Sequential( - nn.Linear(input_size, 1024), - nn.ReLU(), - nn.Linear(1024, 1024), - nn.ReLU(), - nn.Linear(1024, 1024), - nn.ReLU(), - nn.Linear(1024, 256), - nn.ReLU(), - nn.Linear(256, 128), - nn.ReLU(), - nn.Linear(128, output_size) - ) - - def forward(self, state): - x = self.model(state.float()) - return 2 * torch.tanh(x) - -class Critic(nn.Module): - def __init__(self, input_size): - super(Critic, self).__init__() - self.model = nn.Sequential( - nn.Linear(input_size, 1024), - nn.ReLU(), - nn.Linear(1024, 1024), - nn.ReLU(), - nn.Linear(1024, 1024), - nn.ReLU(), - nn.Linear(1024, 256), - nn.ReLU(), - nn.Linear(256, 128), - nn.ReLU(), - nn.Linear(128, 1) - ) - - def forward(self, state, action): - x = torch.concat([state, action], dim=-1) - return self.model(x.float()) - -state_size = env.observation_space.shape[0] -action_size = env.action_space.shape[0] -actor_model = Actor(state_size, action_size) -critic_model = Critic(state_size + action_size) -agent = DDPG(env, actor_model, critic_model, 0.003, alpha=0.01, update_every=16, batch_size=128, max_buffer_size=2**14) - -train = Train(env, agent, "Pusher-DDPG") -train.run(epsilon=1.0, min_epsilon=0.1, epsilon_decay=1e-5, num_epochs=20000) \ No newline at end of file diff --git a/uv.lock b/uv.lock new file mode 100644 index 0000000..499d10c --- /dev/null +++ b/uv.lock @@ -0,0 +1,816 @@ +version = 1 +revision = 3 +requires-python = 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upload-time = "2025-03-23T13:54:43.652Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/5c/23/c7abc0ca0a1526a0774eca151daeb8de62ec457e77262b66b359c3c7679e/tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8", size = 347839, upload-time = "2025-03-23T13:54:41.845Z" }, +] From a95e4def5d1a5b4b00b0e06aeb08555d59531ea1 Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Fri, 12 Dec 2025 15:53:56 -0500 Subject: [PATCH 2/4] Move internal reference to src --- ReinforceLab-internal | 1 - 1 file changed, 1 deletion(-) delete mode 160000 ReinforceLab-internal diff --git a/ReinforceLab-internal b/ReinforceLab-internal deleted file mode 160000 index 863b226..0000000 --- a/ReinforceLab-internal +++ /dev/null @@ -1 +0,0 @@ -Subproject commit 863b2260319a56475634272b6ccf416be3770999 From 71d6dc4adc21d3d6128534f32a2753696f4c6f2c Mon Sep 17 00:00:00 2001 From: Alejandro Aristizabal Date: Fri, 12 Dec 2025 16:08:57 -0500 Subject: [PATCH 3/4] Fix import paths. Apply some formatting --- pyproject.toml | 1 + .../modules/action_selectors/__init__.py | 6 +- .../action_selectors/continuous/__init__.py | 5 +- .../action_selectors/discrete/__init__.py | 2 + .../discrete/epsilon_greedy.py | 2 +- src/reinforcelab/modules/agents/__init__.py | 6 +- src/reinforcelab/modules/agents/agent.py | 10 +- .../agents/policy_gradient/__init__.py | 4 +- .../modules/agents/policy_gradient/ddpg.py | 10 +- .../agents/value_optimization/__init__.py | 6 +- .../function_approximation/__init__.py | 2 + .../function_approximation/dcqn.py | 33 +- .../function_approximation/dqn.py | 23 +- .../value_optimization/tabular/__init__.py | 2 + .../tabular/expected_sarsa.py | 10 +- .../value_optimization/tabular/q_learning.py | 10 +- .../value_optimization/tabular/sarsa.py | 11 +- src/reinforcelab/modules/brains/__init__.py | 2 +- src/reinforcelab/modules/brains/brain.py | 5 +- src/reinforcelab/modules/brains/q_network.py | 10 +- src/reinforcelab/modules/brains/q_table.py | 4 +- .../modules/estimators/__init__.py | 4 +- .../modules/estimators/double_q_estimator.py | 12 +- .../modules/estimators/estimator.py | 4 +- .../estimators/expected_sarsa_estimator.py | 8 +- .../modules/estimators/max_q_estimator.py | 8 +- .../modules/estimators/sars_estimator.py | 8 +- .../modules/estimators/sarsa_estimator.py | 4 +- .../modules/experience/__init__.py | 2 +- src/reinforcelab/modules/experience/batch.py | 2 +- .../modules/experience/experience.py | 1 + .../modules/experience/priority.py | 1 + .../modules/memory_buffers/__init__.py | 2 +- .../memory_buffers/experience_replay.py | 4 +- .../modules/memory_buffers/memory_buffer.py | 3 +- .../modules/memory_buffers/ordered_buffer.py | 2 +- src/reinforcelab/modules/procedures/test.py | 2 +- src/reinforcelab/modules/procedures/train.py | 4 +- .../modules/transforms/experience/__init__.py | 4 +- .../experience/experience_transform.py | 2 +- .../modules/transforms/experience/icm.py | 4 +- .../tasks/blackjack/reference/q_learning.py | 2 +- .../tasks/blackjack/reference/train.py | 2 +- .../exercises/ql2dqn/deep_q_learning.py | 4 +- .../tasks/cartpole/exercises/ql2dqn/train.py | 2 +- .../cartpole/reference/deep_q_learning.py | 4 +- .../tasks/cartpole/reference/train.py | 2 +- .../mountaincar/optimized/deep_q_learning.py | 4 +- .../tasks/mountaincar/optimized/train.py | 3 +- .../optimized/update_leaderboard.py | 57 --- .../mountaincar/reference/deep_q_learning.py | 4 +- .../tasks/mountaincar/reference/train.py | 2 +- .../tasks/pendulum/reference/ddpg.py | 4 +- .../tasks/pendulum/reference/train.py | 3 +- uv.lock | 381 ++++++++++++++++++ 55 files changed, 536 insertions(+), 183 deletions(-) delete mode 100644 src/reinforcelab/tasks/mountaincar/optimized/update_leaderboard.py diff --git a/pyproject.toml b/pyproject.toml index 20a4c93..b553948 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -10,5 +10,6 @@ dependencies = [ "matplotlib>=3.0", "opencv-python>=4.0", "seaborn>=0.12.2", + "torch>=2.9.1", "tqdm>=4.64.1", ] diff --git a/src/reinforcelab/modules/action_selectors/__init__.py b/src/reinforcelab/modules/action_selectors/__init__.py index 05c7f84..565486b 100644 --- a/src/reinforcelab/modules/action_selectors/__init__.py +++ b/src/reinforcelab/modules/action_selectors/__init__.py @@ -1,3 +1,5 @@ from .action_selector import ActionSelector -from .discrete import * -from .continuous import * \ No newline at end of file +from .discrete import DiscreteActionSelector +from .continuous import ContinuousActionSelector, NoisyAction, ContinuousEpsilonGreedy + +__all__ = ["ActionSelector", "DiscreteActionSelector", "ContinuousActionSelector", "NoisyAction", "ContinuousEpsilonGreedy"] \ No newline at end of file diff --git a/src/reinforcelab/modules/action_selectors/continuous/__init__.py b/src/reinforcelab/modules/action_selectors/continuous/__init__.py index 6b4cfed..62f85cc 100644 --- a/src/reinforcelab/modules/action_selectors/continuous/__init__.py +++ b/src/reinforcelab/modules/action_selectors/continuous/__init__.py @@ -1,4 +1,5 @@ - from .continuous_action_selector import ContinuousActionSelector from .noisy_action import NoisyAction -from .epsilon_greedy import ContinuousEpsilonGreedy \ No newline at end of file +from .epsilon_greedy import ContinuousEpsilonGreedy + +__all__ = ["ContinuousActionSelector", "NoisyAction", "ContinuousEpsilonGreedy"] \ No newline at end of file diff --git a/src/reinforcelab/modules/action_selectors/discrete/__init__.py b/src/reinforcelab/modules/action_selectors/discrete/__init__.py index 74460ce..e28dd8c 100644 --- a/src/reinforcelab/modules/action_selectors/discrete/__init__.py +++ b/src/reinforcelab/modules/action_selectors/discrete/__init__.py @@ -1,2 +1,4 @@ from .discrete_action_selector import DiscreteActionSelector from .epsilon_greedy import EpsilonGreedy + +__all__ = ["DiscreteActionSelector", "EpsilonGreedy"] \ No newline at end of file diff --git a/src/reinforcelab/modules/action_selectors/discrete/epsilon_greedy.py b/src/reinforcelab/modules/action_selectors/discrete/epsilon_greedy.py index 7750764..227f56d 100644 --- a/src/reinforcelab/modules/action_selectors/discrete/epsilon_greedy.py +++ b/src/reinforcelab/modules/action_selectors/discrete/epsilon_greedy.py @@ -3,7 +3,7 @@ import gymnasium as gym -from reinforcelab.utils import tie_breaker, get_space_size, space_is_type +from reinforcelab.modules.utils import tie_breaker, get_space_size, space_is_type class EpsilonGreedy(DiscreteActionSelector): diff --git a/src/reinforcelab/modules/agents/__init__.py b/src/reinforcelab/modules/agents/__init__.py index 0bc8abf..22d4dae 100644 --- a/src/reinforcelab/modules/agents/__init__.py +++ b/src/reinforcelab/modules/agents/__init__.py @@ -1,3 +1,5 @@ from .agent import BaseAgent, Agent -from .value_optimization import * -from .policy_gradient import * \ No newline at end of file +from .value_optimization import QLearning, SARSA, ExpectedSARSA, DQN, DCQN +from .policy_gradient import DDPG + +__all__ = ["BaseAgent", "Agent", "QLearning", "SARSA", "ExpectedSARSA", "DQN", "DCQN", "DDPG"] \ No newline at end of file diff --git a/src/reinforcelab/modules/agents/agent.py b/src/reinforcelab/modules/agents/agent.py index b41e98c..1b11b36 100644 --- a/src/reinforcelab/modules/agents/agent.py +++ b/src/reinforcelab/modules/agents/agent.py @@ -1,14 +1,12 @@ import os import dill from torch import Tensor -from typing import Union from abc import ABC, abstractmethod -from reinforcelab.brains import Brain -from reinforcelab.estimators import Estimator -from reinforcelab.memory_buffers import MemoryBuffer -from reinforcelab.action_selectors import ActionSelector -from reinforcelab.experience import Experience +from reinforcelab.modules.brains import Brain +from reinforcelab.modules.memory_buffers import MemoryBuffer +from reinforcelab.modules.action_selectors import ActionSelector +from reinforcelab.modules.experience import Experience class BaseAgent(ABC): diff --git a/src/reinforcelab/modules/agents/policy_gradient/__init__.py b/src/reinforcelab/modules/agents/policy_gradient/__init__.py index 0e1ce7a..5857177 100644 --- a/src/reinforcelab/modules/agents/policy_gradient/__init__.py +++ b/src/reinforcelab/modules/agents/policy_gradient/__init__.py @@ -1 +1,3 @@ -from .ddpg import DDPG \ No newline at end of file +from .ddpg import DDPG + +__all__ = ["DDPG"] \ No newline at end of file diff --git a/src/reinforcelab/modules/agents/policy_gradient/ddpg.py b/src/reinforcelab/modules/agents/policy_gradient/ddpg.py index f1a068f..57e541e 100644 --- a/src/reinforcelab/modules/agents/policy_gradient/ddpg.py +++ b/src/reinforcelab/modules/agents/policy_gradient/ddpg.py @@ -2,11 +2,11 @@ from torch import nn -from reinforcelab.agents import Agent -from reinforcelab.brains import ActorCritic -from reinforcelab.action_selectors.continuous import * -from reinforcelab.estimators import SARSEstimator -from reinforcelab.memory_buffers import ExperienceReplay +from reinforcelab.modules.agents import Agent +from reinforcelab.modules.brains import ActorCritic +from reinforcelab.modules.action_selectors.continuous import ContinuousEpsilonGreedy +from reinforcelab.modules.estimators import SARSEstimator +from reinforcelab.modules.memory_buffers import ExperienceReplay class DDPG(Agent): def __init__(self, env: Env, actor_model: nn.Module, critic_model: nn.Module, learning_rate=0.01, discount_factor=0.999, alpha=0.03, batch_size=128, update_every=4, max_buffer_size=2**12): diff --git a/src/reinforcelab/modules/agents/value_optimization/__init__.py b/src/reinforcelab/modules/agents/value_optimization/__init__.py index 4325339..5d70101 100644 --- a/src/reinforcelab/modules/agents/value_optimization/__init__.py +++ b/src/reinforcelab/modules/agents/value_optimization/__init__.py @@ -1,2 +1,4 @@ -from .tabular import * -from .function_approximation import * \ No newline at end of file +from .tabular import QLearning, SARSA, ExpectedSARSA +from .function_approximation import DQN, DCQN + +__all__ = ["QLearning", "SARSA", "ExpectedSARSA", "DQN", "DCQN"] \ No newline at end of file diff --git a/src/reinforcelab/modules/agents/value_optimization/function_approximation/__init__.py b/src/reinforcelab/modules/agents/value_optimization/function_approximation/__init__.py index d8036cc..2f470db 100644 --- a/src/reinforcelab/modules/agents/value_optimization/function_approximation/__init__.py +++ b/src/reinforcelab/modules/agents/value_optimization/function_approximation/__init__.py @@ -1,2 +1,4 @@ from .dqn import DQN from .dcqn import DCQN + +__all__ = ["DQN", "DCQN"] \ No newline at end of file diff --git a/src/reinforcelab/modules/agents/value_optimization/function_approximation/dcqn.py b/src/reinforcelab/modules/agents/value_optimization/function_approximation/dcqn.py index 3e8f33b..97922fe 100644 --- a/src/reinforcelab/modules/agents/value_optimization/function_approximation/dcqn.py +++ b/src/reinforcelab/modules/agents/value_optimization/function_approximation/dcqn.py @@ -1,13 +1,12 @@ from gymnasium import Env from torch import nn -from reinforcelab.agents.agent import Agent -from reinforcelab.brains import QNetwork -from reinforcelab.estimators import MaxQEstimator -from reinforcelab.transforms.experience import IntrinsicCuriosityModule -from reinforcelab.action_selectors import EpsilonGreedy -from reinforcelab.memory_buffers import ExperienceReplay -from reinforcelab.utils import get_state_action_sizes +from reinforcelab.modules.agents.agent import Agent +from reinforcelab.modules.brains import QNetwork +from reinforcelab.modules.estimators import MaxQEstimator +from reinforcelab.modules.transforms.experience import IntrinsicCuriosityModule +from reinforcelab.modules.action_selectors import EpsilonGreedy +from reinforcelab.modules.memory_buffers import ExperienceReplay class DCQN(Agent): @@ -17,7 +16,17 @@ class DCQN(Agent): procedure. """ - def __init__(self, env: Env, model: nn.Module, learning_rate=0.01, discount_factor: float = 0.999, alpha=0.03, batch_size=128, update_every=4, max_buffer_size=2**12): + def __init__( + self, + env: Env, + model: nn.Module, + learning_rate=0.01, + discount_factor: float = 0.999, + alpha=0.03, + batch_size=128, + update_every=4, + max_buffer_size=2**12, + ): action_selector = EpsilonGreedy(env) icm = IntrinsicCuriosityModule( env, 4, learning_rate=0.0001, state_transform_hidden_layers=[4, 4]) @@ -26,5 +35,9 @@ def __init__(self, env: Env, model: nn.Module, learning_rate=0.01, discount_fact estimator = MaxQEstimator(env, discount_factor) brain = QNetwork(model, estimator, learning_rate, alpha) - super().__init__(brain, - action_selector, buffer, update_every=update_every) + super().__init__( + brain, + action_selector, + buffer, + update_every=update_every + ) diff --git a/src/reinforcelab/modules/agents/value_optimization/function_approximation/dqn.py b/src/reinforcelab/modules/agents/value_optimization/function_approximation/dqn.py index 98d99fa..2e884f5 100644 --- a/src/reinforcelab/modules/agents/value_optimization/function_approximation/dqn.py +++ b/src/reinforcelab/modules/agents/value_optimization/function_approximation/dqn.py @@ -1,12 +1,11 @@ from gymnasium import Env -from copy import deepcopy from torch import nn -from reinforcelab.agents.agent import Agent -from reinforcelab.brains import QNetwork -from reinforcelab.estimators import MaxQEstimator -from reinforcelab.action_selectors import EpsilonGreedy -from reinforcelab.memory_buffers import ExperienceReplay +from reinforcelab.modules.agents.agent import Agent +from reinforcelab.modules.brains import QNetwork +from reinforcelab.modules.estimators import MaxQEstimator +from reinforcelab.modules.action_selectors import EpsilonGreedy +from reinforcelab.modules.memory_buffers import ExperienceReplay class DQN(Agent): @@ -16,7 +15,17 @@ class DQN(Agent): procedure. """ - def __init__(self, env: Env, model: nn.Module, learning_rate=0.01, discount_factor: float = 0.999, alpha=0.03, batch_size=128, update_every=4, max_buffer_size=2**12): + def __init__( + self, + env: Env, + model: nn.Module, + learning_rate=0.01, + discount_factor: float = 0.999, + alpha=0.03, + batch_size=128, + update_every=4, + max_buffer_size=2**12, + ): action_selector = EpsilonGreedy(env) estimator = MaxQEstimator(env, discount_factor) brain = QNetwork(model, estimator, learning_rate=learning_rate, alpha=alpha) diff --git a/src/reinforcelab/modules/agents/value_optimization/tabular/__init__.py b/src/reinforcelab/modules/agents/value_optimization/tabular/__init__.py index 76b0c4d..f30c47b 100644 --- a/src/reinforcelab/modules/agents/value_optimization/tabular/__init__.py +++ b/src/reinforcelab/modules/agents/value_optimization/tabular/__init__.py @@ -1,3 +1,5 @@ from .q_learning import QLearning from .sarsa import SARSA from .expected_sarsa import ExpectedSARSA + +__all__ = ["QLearning", "SARSA", "ExpectedSARSA"] \ No newline at end of file diff --git a/src/reinforcelab/modules/agents/value_optimization/tabular/expected_sarsa.py b/src/reinforcelab/modules/agents/value_optimization/tabular/expected_sarsa.py index 9241b3e..b810383 100644 --- a/src/reinforcelab/modules/agents/value_optimization/tabular/expected_sarsa.py +++ b/src/reinforcelab/modules/agents/value_optimization/tabular/expected_sarsa.py @@ -1,10 +1,10 @@ from gymnasium import Env -from reinforcelab.agents.agent import Agent -from reinforcelab.brains import QTable -from reinforcelab.estimators import ExpectedSARSAEstimator -from reinforcelab.action_selectors import EpsilonGreedy -from reinforcelab.memory_buffers import OrderedBuffer +from reinforcelab.modules.agents.agent import Agent +from reinforcelab.modules.brains import QTable +from reinforcelab.modules.estimators import ExpectedSARSAEstimator +from reinforcelab.modules.action_selectors import EpsilonGreedy +from reinforcelab.modules.memory_buffers import OrderedBuffer class ExpectedSARSA(Agent): diff --git a/src/reinforcelab/modules/agents/value_optimization/tabular/q_learning.py b/src/reinforcelab/modules/agents/value_optimization/tabular/q_learning.py index d72249b..302ce3c 100644 --- a/src/reinforcelab/modules/agents/value_optimization/tabular/q_learning.py +++ b/src/reinforcelab/modules/agents/value_optimization/tabular/q_learning.py @@ -1,10 +1,10 @@ from gymnasium import Env -from reinforcelab.agents.agent import Agent -from reinforcelab.brains import QTable -from reinforcelab.estimators import MaxQEstimator -from reinforcelab.action_selectors import EpsilonGreedy -from reinforcelab.memory_buffers import OrderedBuffer +from reinforcelab.modules.agents.agent import Agent +from reinforcelab.modules.brains import QTable +from reinforcelab.modules.estimators import MaxQEstimator +from reinforcelab.modules.action_selectors import EpsilonGreedy +from reinforcelab.modules.memory_buffers import OrderedBuffer class QLearning(Agent): diff --git a/src/reinforcelab/modules/agents/value_optimization/tabular/sarsa.py b/src/reinforcelab/modules/agents/value_optimization/tabular/sarsa.py index 2571c25..13cffc0 100644 --- a/src/reinforcelab/modules/agents/value_optimization/tabular/sarsa.py +++ b/src/reinforcelab/modules/agents/value_optimization/tabular/sarsa.py @@ -1,11 +1,10 @@ from gymnasium import Env -from reinforcelab.agents.agent import Agent -from reinforcelab.brains import QTable -from reinforcelab.estimators import SARSAEstimator -from reinforcelab.action_selectors import EpsilonGreedy -from reinforcelab.memory_buffers import OrderedBuffer -from reinforcelab.utils import get_state_action_sizes +from reinforcelab.modules.agents.agent import Agent +from reinforcelab.modules.brains import QTable +from reinforcelab.modules.estimators import SARSAEstimator +from reinforcelab.modules.action_selectors import EpsilonGreedy +from reinforcelab.modules.memory_buffers import OrderedBuffer class SARSA(Agent): diff --git a/src/reinforcelab/modules/brains/__init__.py b/src/reinforcelab/modules/brains/__init__.py index 5b89a10..314d679 100644 --- a/src/reinforcelab/modules/brains/__init__.py +++ b/src/reinforcelab/modules/brains/__init__.py @@ -3,4 +3,4 @@ from .q_network import QNetwork from .actor_critic import ActorCritic -__all__ = [Brain, QTable, QNetwork, ActorCritic] +__all__ = ["Brain", "QTable", "QNetwork", "ActorCritic"] diff --git a/src/reinforcelab/modules/brains/brain.py b/src/reinforcelab/modules/brains/brain.py index 863ce18..495ab75 100644 --- a/src/reinforcelab/modules/brains/brain.py +++ b/src/reinforcelab/modules/brains/brain.py @@ -1,7 +1,7 @@ from torch import Tensor from abc import ABCMeta, abstractmethod -from reinforcelab.experience import Experience +from reinforcelab.modules.experience import Experience class Brain(metaclass=ABCMeta): @@ -41,7 +41,6 @@ def target(self, state: Tensor) -> Tensor: Tensor: Result of the computation over the state """ - @abstractmethod def action_value(self, state: Tensor, action: Tensor, target: bool = False) -> Tensor: """Obtains the State-Action value for a given state and action @@ -73,4 +72,4 @@ def update(self, experience: Experience): Args: experience (Experience): An experience instance - """ \ No newline at end of file + """ diff --git a/src/reinforcelab/modules/brains/q_network.py b/src/reinforcelab/modules/brains/q_network.py index fbab77f..2197e48 100644 --- a/src/reinforcelab/modules/brains/q_network.py +++ b/src/reinforcelab/modules/brains/q_network.py @@ -1,14 +1,12 @@ import torch import torch.nn as nn from torch import Tensor -import gymnasium as gym -from typing import Tuple from copy import deepcopy from .brain import Brain -from reinforcelab.estimators import Estimator -from reinforcelab.experience import Experience -from reinforcelab.utils import soft_update, build_fcnn, space_is_type, get_state_action_sizes +from reinforcelab.modules.estimators import Estimator +from reinforcelab.modules.experience import Experience +from reinforcelab.modules.utils import soft_update class QNetwork(Brain): @@ -30,7 +28,7 @@ def action_value(self, state: Tensor, action: Tensor, target: bool = False) -> T if target: q = self.target(state) else: - q =self.local(state) + q = self.local(state) return q.gather(1, action).squeeze() def max_action(self, state: Tensor, target: bool = False) -> Tensor: diff --git a/src/reinforcelab/modules/brains/q_table.py b/src/reinforcelab/modules/brains/q_table.py index 23f9da2..46b2f78 100644 --- a/src/reinforcelab/modules/brains/q_table.py +++ b/src/reinforcelab/modules/brains/q_table.py @@ -5,8 +5,8 @@ import gymnasium as gym from .brain import Brain -from reinforcelab.utils import space_is_type, get_state_action_sizes -from reinforcelab.estimators import Estimator +from reinforcelab.modules.utils import space_is_type, get_state_action_sizes +from reinforcelab.modules.estimators import Estimator class QTable(Brain): diff --git a/src/reinforcelab/modules/estimators/__init__.py b/src/reinforcelab/modules/estimators/__init__.py index d93de64..de5d7ce 100644 --- a/src/reinforcelab/modules/estimators/__init__.py +++ b/src/reinforcelab/modules/estimators/__init__.py @@ -5,5 +5,5 @@ from .sars_estimator import SARSEstimator from .expected_sarsa_estimator import ExpectedSARSAEstimator -__all__ = [Estimator, MaxQEstimator, DoubleQEstimator, - SARSAEstimator, SARSEstimator, ExpectedSARSAEstimator] +__all__ = ["Estimator", "MaxQEstimator", "DoubleQEstimator", + "SARSAEstimator", "SARSEstimator", "ExpectedSARSAEstimator"] diff --git a/src/reinforcelab/modules/estimators/double_q_estimator.py b/src/reinforcelab/modules/estimators/double_q_estimator.py index 83ccb43..ab6cb8e 100644 --- a/src/reinforcelab/modules/estimators/double_q_estimator.py +++ b/src/reinforcelab/modules/estimators/double_q_estimator.py @@ -1,14 +1,10 @@ -from typing import Tuple import torch from torch import Tensor -from torch.nn import Module -import numpy as np import gymnasium as gym -from reinforcelab.experience import Experience -from reinforcelab.modules.utils import space_is_type -from reinforcelab.brains import Brain -from .estimator import Estimator +from reinforcelab.modules.experience import Experience +from reinforcelab.modules.brains import Brain +from reinforcelab.modules.estimators import Estimator class DoubleQEstimator(Estimator): @@ -28,7 +24,7 @@ def __call__(self, experience: Experience, brain: Brain) -> Tensor: Tensor: Double Q Value estimation for the given experience and policy """ - states, actions, rewards, next_states, dones, *_ = experience + _, _, rewards, next_states, dones, *_ = experience with torch.no_grad(): # Implement DQN diff --git a/src/reinforcelab/modules/estimators/estimator.py b/src/reinforcelab/modules/estimators/estimator.py index 7b9aa05..4046ed2 100644 --- a/src/reinforcelab/modules/estimators/estimator.py +++ b/src/reinforcelab/modules/estimators/estimator.py @@ -2,8 +2,8 @@ from torch import Tensor from abc import ABC, abstractmethod -from reinforcelab.experience import Experience -from reinforcelab.brains import Brain +from reinforcelab.modules.experience import Experience +from reinforcelab.modules.brains import Brain class Estimator(ABC): diff --git a/src/reinforcelab/modules/estimators/expected_sarsa_estimator.py b/src/reinforcelab/modules/estimators/expected_sarsa_estimator.py index c414671..187ff56 100644 --- a/src/reinforcelab/modules/estimators/expected_sarsa_estimator.py +++ b/src/reinforcelab/modules/estimators/expected_sarsa_estimator.py @@ -4,9 +4,9 @@ import gymnasium as gym from .estimator import Estimator -from reinforcelab.experience import Experience -from reinforcelab.brains import Brain -from reinforcelab.action_selectors import DiscreteActionSelector +from reinforcelab.modules.experience import Experience +from reinforcelab.modules.brains import Brain +from reinforcelab.modules.action_selectors import DiscreteActionSelector from reinforcelab.modules.utils import space_is_type @@ -45,7 +45,7 @@ def __call__(self, experience: Experience, brain: Brain) -> Tensor: Tensor: Expected SARSA estimation for the given experience and policy """ - states, actions, rewards, next_states, dones, *_ = experience + _, _, rewards, next_states, dones, *_ = experience with torch.no_grad(): # Implement SARSA diff --git a/src/reinforcelab/modules/estimators/max_q_estimator.py b/src/reinforcelab/modules/estimators/max_q_estimator.py index 498c889..116f95e 100644 --- a/src/reinforcelab/modules/estimators/max_q_estimator.py +++ b/src/reinforcelab/modules/estimators/max_q_estimator.py @@ -1,12 +1,10 @@ -from typing import Tuple import torch from torch import Tensor import gymnasium as gym from .estimator import Estimator -from reinforcelab.experience import Experience -from reinforcelab.brains import Brain -from reinforcelab.modules.utils import space_is_type +from reinforcelab.modules.experience import Experience +from reinforcelab.modules.brains import Brain class MaxQEstimator(Estimator): @@ -34,7 +32,7 @@ def __call__(self, experience: Experience, brain: Brain) -> Tensor: if self.transforms: experience = self.transforms(experience) - states, actions, rewards, next_states, dones, *_ = experience + _, _, rewards, next_states, dones, *_ = experience with torch.no_grad(): # Implement DQN diff --git a/src/reinforcelab/modules/estimators/sars_estimator.py b/src/reinforcelab/modules/estimators/sars_estimator.py index f047166..572bb4a 100644 --- a/src/reinforcelab/modules/estimators/sars_estimator.py +++ b/src/reinforcelab/modules/estimators/sars_estimator.py @@ -1,12 +1,10 @@ -from typing import Tuple import torch from torch import Tensor import gymnasium as gym from .estimator import Estimator -from reinforcelab.experience import Experience -from reinforcelab.brains import Brain -from reinforcelab.modules.utils import space_is_type +from reinforcelab.modules.experience import Experience +from reinforcelab.modules.brains import Brain class SARSEstimator(Estimator): @@ -30,7 +28,7 @@ def __call__(self, experience: Experience, brain: Brain) -> Tensor: Tensor: SARSA Value estimation for the given experience """ - states, actions, rewards, next_states, dones, *_ = experience + _, _, rewards, next_states, dones, *_ = experience # Generate the next actions according to the current policy with torch.no_grad(): diff --git a/src/reinforcelab/modules/estimators/sarsa_estimator.py b/src/reinforcelab/modules/estimators/sarsa_estimator.py index 62ee61b..80ec5af 100644 --- a/src/reinforcelab/modules/estimators/sarsa_estimator.py +++ b/src/reinforcelab/modules/estimators/sarsa_estimator.py @@ -4,8 +4,8 @@ import gymnasium as gym from .estimator import Estimator -from reinforcelab.experience import Experience -from reinforcelab.brains import Brain +from reinforcelab.modules.experience import Experience +from reinforcelab.modules.brains import Brain from reinforcelab.modules.utils import space_is_type diff --git a/src/reinforcelab/modules/experience/__init__.py b/src/reinforcelab/modules/experience/__init__.py index 56d488c..3aaecb9 100644 --- a/src/reinforcelab/modules/experience/__init__.py +++ b/src/reinforcelab/modules/experience/__init__.py @@ -2,4 +2,4 @@ from .priority import PriorityExperience from .batch import BatchExperience -__all__ = [Experience, PriorityExperience, BatchExperience] \ No newline at end of file +__all__ = ["Experience", "PriorityExperience", "BatchExperience"] \ No newline at end of file diff --git a/src/reinforcelab/modules/experience/batch.py b/src/reinforcelab/modules/experience/batch.py index 646c4a4..3e240b0 100644 --- a/src/reinforcelab/modules/experience/batch.py +++ b/src/reinforcelab/modules/experience/batch.py @@ -18,4 +18,4 @@ def __iter__(self): yield self.action yield self.reward yield self.next_state - yield self.done \ No newline at end of file + yield self.done diff --git a/src/reinforcelab/modules/experience/experience.py b/src/reinforcelab/modules/experience/experience.py index 8e8deb9..199c79e 100644 --- a/src/reinforcelab/modules/experience/experience.py +++ b/src/reinforcelab/modules/experience/experience.py @@ -1,5 +1,6 @@ import torch + class Experience: def __init__(self, state, action, reward, next_state, done): self.state = torch.tensor(state) diff --git a/src/reinforcelab/modules/experience/priority.py b/src/reinforcelab/modules/experience/priority.py index 8b153b7..86e1a90 100644 --- a/src/reinforcelab/modules/experience/priority.py +++ b/src/reinforcelab/modules/experience/priority.py @@ -1,5 +1,6 @@ from .experience import Experience + class PriorityExperience(Experience): def __init__(self, state, action, reward, next_state, done, error): super().__init__(state, action, reward, next_state, done) diff --git a/src/reinforcelab/modules/memory_buffers/__init__.py b/src/reinforcelab/modules/memory_buffers/__init__.py index e9ea0a9..84c228b 100644 --- a/src/reinforcelab/modules/memory_buffers/__init__.py +++ b/src/reinforcelab/modules/memory_buffers/__init__.py @@ -2,4 +2,4 @@ from .experience_replay import ExperienceReplay from .ordered_buffer import OrderedBuffer -__all__ = [MemoryBuffer, ExperienceReplay, OrderedBuffer] +__all__ = ["MemoryBuffer", "ExperienceReplay", "OrderedBuffer"] diff --git a/src/reinforcelab/modules/memory_buffers/experience_replay.py b/src/reinforcelab/modules/memory_buffers/experience_replay.py index 50162f9..77e00d9 100644 --- a/src/reinforcelab/modules/memory_buffers/experience_replay.py +++ b/src/reinforcelab/modules/memory_buffers/experience_replay.py @@ -1,8 +1,8 @@ import random from collections import deque -from reinforcelab.memory_buffers.memory_buffer import MemoryBuffer -from reinforcelab.experience import Experience, BatchExperience +from reinforcelab.modules.memory_buffers.memory_buffer import MemoryBuffer +from reinforcelab.modules.experience import Experience, BatchExperience class ExperienceReplay(MemoryBuffer): diff --git a/src/reinforcelab/modules/memory_buffers/memory_buffer.py b/src/reinforcelab/modules/memory_buffers/memory_buffer.py index c377061..4380d83 100644 --- a/src/reinforcelab/modules/memory_buffers/memory_buffer.py +++ b/src/reinforcelab/modules/memory_buffers/memory_buffer.py @@ -1,6 +1,5 @@ -from torch import Tensor from abc import ABC, abstractmethod -from reinforcelab.experience import Experience, BatchExperience +from reinforcelab.modules.experience import Experience, BatchExperience class MemoryBuffer(ABC): diff --git a/src/reinforcelab/modules/memory_buffers/ordered_buffer.py b/src/reinforcelab/modules/memory_buffers/ordered_buffer.py index 392a9ac..c3cffbd 100644 --- a/src/reinforcelab/modules/memory_buffers/ordered_buffer.py +++ b/src/reinforcelab/modules/memory_buffers/ordered_buffer.py @@ -1,7 +1,7 @@ from collections import deque from .memory_buffer import MemoryBuffer -from reinforcelab.experience import Experience, BatchExperience +from reinforcelab.modules.experience import Experience, BatchExperience class OrderedBuffer(MemoryBuffer): diff --git a/src/reinforcelab/modules/procedures/test.py b/src/reinforcelab/modules/procedures/test.py index 936284d..ee20849 100644 --- a/src/reinforcelab/modules/procedures/test.py +++ b/src/reinforcelab/modules/procedures/test.py @@ -2,7 +2,7 @@ import torch from tqdm import tqdm from gymnasium import Env -from reinforcelab.agents.agent import Agent +from reinforcelab.modules.agents.agent import Agent class Test: diff --git a/src/reinforcelab/modules/procedures/train.py b/src/reinforcelab/modules/procedures/train.py index 3ed00e2..11f0e2c 100644 --- a/src/reinforcelab/modules/procedures/train.py +++ b/src/reinforcelab/modules/procedures/train.py @@ -2,8 +2,8 @@ import torch from tqdm import tqdm from gymnasium import Env -from reinforcelab.agents.agent import Agent -from reinforcelab.experience import Experience +from reinforcelab.modules.agents.agent import Agent +from reinforcelab.modules.experience import Experience class Train: diff --git a/src/reinforcelab/modules/transforms/experience/__init__.py b/src/reinforcelab/modules/transforms/experience/__init__.py index 90e68b4..5fe1810 100644 --- a/src/reinforcelab/modules/transforms/experience/__init__.py +++ b/src/reinforcelab/modules/transforms/experience/__init__.py @@ -1,2 +1,4 @@ from .experience_transform import ExperienceTransform -from .icm import IntrinsicCuriosityModule \ No newline at end of file +from .icm import IntrinsicCuriosityModule + +__all__ = ["ExperienceTransform", "IntrinsicCuriosityModule"] \ No newline at end of file diff --git a/src/reinforcelab/modules/transforms/experience/experience_transform.py b/src/reinforcelab/modules/transforms/experience/experience_transform.py index 3c79a73..77dbde4 100644 --- a/src/reinforcelab/modules/transforms/experience/experience_transform.py +++ b/src/reinforcelab/modules/transforms/experience/experience_transform.py @@ -1,6 +1,6 @@ from abc import ABC, abstractmethod -from reinforcelab.experience import Experience +from reinforcelab.modules.experience import Experience class ExperienceTransform(ABC): diff --git a/src/reinforcelab/modules/transforms/experience/icm.py b/src/reinforcelab/modules/transforms/experience/icm.py index 5df6ca9..74c7efd 100644 --- a/src/reinforcelab/modules/transforms/experience/icm.py +++ b/src/reinforcelab/modules/transforms/experience/icm.py @@ -4,8 +4,8 @@ import gymnasium as gym from .experience_transform import ExperienceTransform -from reinforcelab.utils import build_fcnn, space_is_type, get_state_action_sizes -from reinforcelab.experience import Experience +from reinforcelab.modules.utils import build_fcnn, space_is_type, get_state_action_sizes +from reinforcelab.modules.experience import Experience class IntrinsicCuriosityModule(ExperienceTransform): diff --git a/src/reinforcelab/tasks/blackjack/reference/q_learning.py b/src/reinforcelab/tasks/blackjack/reference/q_learning.py index e21fa30..0fae409 100644 --- a/src/reinforcelab/tasks/blackjack/reference/q_learning.py +++ b/src/reinforcelab/tasks/blackjack/reference/q_learning.py @@ -4,7 +4,7 @@ import matplotlib.pyplot as plt import seaborn as sns -from reinforcelab.agents.agent import Agent +from reinforcelab.modules.agents.agent import Agent class QLearningAgent(Agent): diff --git a/src/reinforcelab/tasks/blackjack/reference/train.py b/src/reinforcelab/tasks/blackjack/reference/train.py index f625cb6..2da313c 100644 --- a/src/reinforcelab/tasks/blackjack/reference/train.py +++ b/src/reinforcelab/tasks/blackjack/reference/train.py @@ -1,6 +1,6 @@ from tqdm import tqdm import gymnasium as gym -from q_learning import QLearningAgent +from .q_learning import QLearningAgent def train(env, agent, path, num_epochs=5000, epsilon=0.1, epsilon_decay=1e-6, min_epsilon=.01, ): diff --git a/src/reinforcelab/tasks/cartpole/exercises/ql2dqn/deep_q_learning.py b/src/reinforcelab/tasks/cartpole/exercises/ql2dqn/deep_q_learning.py index 7ad1a6c..3d64b9a 100644 --- a/src/reinforcelab/tasks/cartpole/exercises/ql2dqn/deep_q_learning.py +++ b/src/reinforcelab/tasks/cartpole/exercises/ql2dqn/deep_q_learning.py @@ -5,8 +5,8 @@ from torch import nn import torch.nn.functional as F -from reinforcelab.agents.agent import Agent -from memory_buffer import MemoryBuffer +from reinforcelab.modules.agents.agent import Agent +from reinforcelab.modules.memory_buffers.memory_buffer import MemoryBuffer class DeepQLearningAgent(Agent): diff --git a/src/reinforcelab/tasks/cartpole/exercises/ql2dqn/train.py b/src/reinforcelab/tasks/cartpole/exercises/ql2dqn/train.py index 697fca9..c37a2ad 100644 --- a/src/reinforcelab/tasks/cartpole/exercises/ql2dqn/train.py +++ b/src/reinforcelab/tasks/cartpole/exercises/ql2dqn/train.py @@ -1,7 +1,7 @@ import cv2 from tqdm import tqdm import gymnasium as gym -from deep_q_learning import DeepQLearningAgent +from .deep_q_learning import DeepQLearningAgent def train(env, agent, path, num_epochs=5000, epsilon=0.1, epsilon_decay=1e-5, min_epsilon=.01): diff --git a/src/reinforcelab/tasks/cartpole/reference/deep_q_learning.py b/src/reinforcelab/tasks/cartpole/reference/deep_q_learning.py index dd12aa6..bb774cb 100644 --- a/src/reinforcelab/tasks/cartpole/reference/deep_q_learning.py +++ b/src/reinforcelab/tasks/cartpole/reference/deep_q_learning.py @@ -5,8 +5,8 @@ from torch import nn import torch.nn.functional as F -from reinforcelab.agents.agent import Agent -from memory_buffer import MemoryBuffer +from reinforcelab.modules.agents.agent import Agent +from reinforcelab.modules.memory_buffers.memory_buffer import MemoryBuffer class DeepQLearningAgent(Agent): diff --git a/src/reinforcelab/tasks/cartpole/reference/train.py b/src/reinforcelab/tasks/cartpole/reference/train.py index 697fca9..c37a2ad 100644 --- a/src/reinforcelab/tasks/cartpole/reference/train.py +++ b/src/reinforcelab/tasks/cartpole/reference/train.py @@ -1,7 +1,7 @@ import cv2 from tqdm import tqdm import gymnasium as gym -from deep_q_learning import DeepQLearningAgent +from .deep_q_learning import DeepQLearningAgent def train(env, agent, path, num_epochs=5000, epsilon=0.1, epsilon_decay=1e-5, min_epsilon=.01): diff --git a/src/reinforcelab/tasks/mountaincar/optimized/deep_q_learning.py b/src/reinforcelab/tasks/mountaincar/optimized/deep_q_learning.py index 44869f8..f66b194 100644 --- a/src/reinforcelab/tasks/mountaincar/optimized/deep_q_learning.py +++ b/src/reinforcelab/tasks/mountaincar/optimized/deep_q_learning.py @@ -5,8 +5,8 @@ from torch import nn import torch.nn.functional as F -from reinforcelab.agents.agent import Agent -from memory_buffer import MemoryBuffer +from reinforcelab.modules.agents.agent import Agent +from reinforcelab.modules.memory_buffers.memory_buffer import MemoryBuffer class DeepQLearningAgent(Agent): diff --git a/src/reinforcelab/tasks/mountaincar/optimized/train.py b/src/reinforcelab/tasks/mountaincar/optimized/train.py index 95cd3eb..f80d6dd 100644 --- a/src/reinforcelab/tasks/mountaincar/optimized/train.py +++ b/src/reinforcelab/tasks/mountaincar/optimized/train.py @@ -1,11 +1,12 @@ import cv2 from tqdm import tqdm import gymnasium as gym -from deep_q_learning import DeepQLearningAgent import numpy as np import torch import dill +from .deep_q_learning import DeepQLearningAgent + def train(env, agent, path, num_epochs=5000, epsilon=0.1, epsilon_decay=1e-5, min_epsilon=0): loop = tqdm(range(num_epochs)) best_avg_reward = float("-inf") diff --git a/src/reinforcelab/tasks/mountaincar/optimized/update_leaderboard.py b/src/reinforcelab/tasks/mountaincar/optimized/update_leaderboard.py deleted file mode 100644 index 44769b3..0000000 --- a/src/reinforcelab/tasks/mountaincar/optimized/update_leaderboard.py +++ /dev/null @@ -1,57 +0,0 @@ -from datetime import datetime -from tqdm import tqdm -from reinforcelab.utils.leaderboard_utils import load_leaderboard, add_score, save_leaderboard, update_readme -import dill -import gymnasium as gym -import numpy as np -import os -import pandas as pd -import sys -import torch - -def test(env, agent, num_episodes=100): - """ - This test function should be specific for the environment. - This test will be done using GitHub Actions and the score - will be stored in a leaderboard. - """ - - rng = np.random.RandomState() - rng.seed(0) # Set random seed - cum_reward = 0 - for _ in tqdm(range(num_episodes)): - state, info = env.reset(seed=rng.randint(10**6)) - ep_cum_reward = 0 - while True: - action = agent.act(state) - next_state, reward, done, *_ = env.step(action) - ep_cum_reward += reward - state = next_state - - if done: - break - - cum_reward += ep_cum_reward - avg_reward = cum_reward / num_episodes - print( - f"The agent obtained an average reward of {avg_reward} over {num_episodes}") - return avg_reward - -if __name__ == "__main__": - - # Load env - env = gym.make('MountainCar-v0', render_mode="rgb_array") - - # Load agent - agent_path = "/".join((sys.argv[0]).split('/')[:-1]) - with open(f'{agent_path}/optimized_agent.dill', 'rb') as file: - agent = dill.load(file) - - # Test agent - avg_reward = test(env, agent) - - # Update Leaderboard - leaderboard = load_leaderboard() - leaderboard = add_score(leaderboard, user=sys.argv[1], score=avg_reward, num_epochs=agent.num_epochs) - save_leaderboard(leaderboard) - update_readme(leaderboard.head(10)) diff --git a/src/reinforcelab/tasks/mountaincar/reference/deep_q_learning.py b/src/reinforcelab/tasks/mountaincar/reference/deep_q_learning.py index 43d810b..5ea8a45 100644 --- a/src/reinforcelab/tasks/mountaincar/reference/deep_q_learning.py +++ b/src/reinforcelab/tasks/mountaincar/reference/deep_q_learning.py @@ -5,8 +5,8 @@ from torch import nn import torch.nn.functional as F -from reinforcelab.agents.agent import Agent -from memory_buffer import MemoryBuffer +from reinforcelab.modules.agents.agent import Agent +from reinforcelab.modules.memory_buffers.memory_buffer import MemoryBuffer class DeepQLearningAgent(Agent): diff --git a/src/reinforcelab/tasks/mountaincar/reference/train.py b/src/reinforcelab/tasks/mountaincar/reference/train.py index 861f021..ef5f53d 100644 --- a/src/reinforcelab/tasks/mountaincar/reference/train.py +++ b/src/reinforcelab/tasks/mountaincar/reference/train.py @@ -1,10 +1,10 @@ import cv2 from tqdm import tqdm import gymnasium as gym -from deep_q_learning import DeepQLearningAgent import numpy as np import torch +from .deep_q_learning import DeepQLearningAgent def train(env, agent, path, num_epochs=5000, epsilon=0.1, epsilon_decay=1e-5, min_epsilon=.01): loop = tqdm(range(num_epochs)) diff --git a/src/reinforcelab/tasks/pendulum/reference/ddpg.py b/src/reinforcelab/tasks/pendulum/reference/ddpg.py index e009e2f..2a451ce 100644 --- a/src/reinforcelab/tasks/pendulum/reference/ddpg.py +++ b/src/reinforcelab/tasks/pendulum/reference/ddpg.py @@ -5,8 +5,8 @@ from torch import 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3 insertions(+), 3 deletions(-) diff --git a/src/reinforcelab/modules/agents/agent.py b/src/reinforcelab/modules/agents/agent.py index 1b11b36..2d6e2d6 100644 --- a/src/reinforcelab/modules/agents/agent.py +++ b/src/reinforcelab/modules/agents/agent.py @@ -11,12 +11,12 @@ class BaseAgent(ABC): @abstractmethod - def act(self, state: Tensor, epsilon: float = 0.0): + def act(self, state: Tensor, **kwargs): """Choose an action given a state Args: - state (Any): A representation of the state - epsilon (float, optional): Probability of taking an exploratory action. Defaults to 0.0. + state (Tensor): A representation of the state + **kwargs: Additional arguments to the action selector """ @abstractmethod