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The Top 23 Python Gym Open Source Projects

Open source projects categorized as Python Gym
Gym ⭐ 32,908
A toolkit for developing and comparing reinforcement learning algorithms.
dependent packages 904total releases 108most recent commit 6 months agopypi gym} Downloads
Stable Baselines3 ⭐ 7,292
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 79total releases 80most recent commit 3 months agopypi stable-baselines3} Downloads
Keras Rl ⭐ 5,348
Deep Reinforcement Learning for Keras.
dependent packages 3total releases 8most recent commit a year agopypi keras-rl} Downloads
Gymnasium ⭐ 4,828
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
dependent packages 210total releases 10most recent commit 3 months agopypi gymnasium} Downloads
Cleanrl ⭐ 3,947
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
most recent commit 3 months ago
Stable Baselines ⭐ 3,064
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
dependent packages 10total releases 31most recent commit 3 years agopypi stable-baselines} Downloads
Rocketmap ⭐ 2,813
🌏 Live visualization of all the pokemon in your area... and more!
most recent commit 6 years ago
Wger ⭐ 2,629
Self hosted FLOSS fitness/workout, nutrition and weight tracker written with Django
most recent commit 3 months ago
Pettingzoo ⭐ 2,218
An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities
dependent packages 34total releases 64most recent commit 3 months agopypi pettingzoo} Downloads
Muzero General ⭐ 2,203
MuZero
most recent commit 7 months ago
Roboschool ⭐ 2,056
DEPRECATED: Open-source software for robot simulation, integrated with OpenAI Gym.
dependent packages 3total releases 30most recent commit a year agopypi roboschool} Downloads
Gym Anytrading ⭐ 1,751
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
most recent commit 8 months ago
Rl Baselines3 Zoo ⭐ 1,640
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
dependent packages 2total releases 18most recent commit 3 months agopypi rl-zoo3} Downloads
Td3 ⭐ 1,383
Author's PyTorch implementation of TD3 for OpenAI gym tasks
most recent commit 9 months ago
Pfrl ⭐ 1,046
PFRL: a PyTorch-based deep reinforcement learning library
most recent commit 9 months ago
Rl Baselines Zoo ⭐ 1,025
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
most recent commit 2 years ago
Async Rl ⭐ 1,013
Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"
most recent commit 6 years ago
Gym Pybullet Drones ⭐ 931
PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control
most recent commit 4 months ago
Batch Ppo ⭐ 919
Efficient Batched Reinforcement Learning in TensorFlow
total releases 1most recent commit 5 years ago
Rlbench ⭐ 847
A large-scale benchmark and learning environment.
most recent commit 5 months ago
Deepdrive ⭐ 845
Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
most recent commit 9 months ago
Btgym ⭐ 825
Scalable, event-driven, deep-learning-friendly backtesting library
most recent commit 3 years ago
Rl Book ⭐ 794
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
most recent commit 4 months ago
The 10 Most Depended On Python Gym Open Source Projects
Gym ⭐ 32,908
A toolkit for developing and comparing reinforcement learning algorithms.
dependent packages 904total releases 108latest release July 20, 2023most recent commit 6 months agopypi gym} Downloads
Stable Baselines3 ⭐ 7,292
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 79total releases 80latest release November 17, 2023most recent commit 3 months agopypi stable-baselines3} Downloads
Pettingzoo ⭐ 2,218
An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities
dependent packages 34total releases 64latest release November 16, 2023most recent commit 3 months agopypi pettingzoo} Downloads
Stable Baselines3 Contrib ⭐ 384
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
dependent packages 14total releases 57latest release November 17, 2023most recent commit 3 months agopypi sb3-contrib} Downloads
Stable Baselines ⭐ 3,064
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
dependent packages 10total releases 31latest release April 06, 2021most recent commit 3 years agopypi stable-baselines} Downloads
Rddlgym ⭐ 8
A toolkit for working with RDDL domains in Python3.
dependent packages 4total releases 30latest release October 29, 2020most recent commit 3 years agopypi rddlgym} Downloads
Roboschool ⭐ 2,056
DEPRECATED: Open-source software for robot simulation, integrated with OpenAI Gym.
dependent packages 3total releases 30latest release October 04, 2019most recent commit a year agopypi roboschool} Downloads
Keras Rl ⭐ 5,348
Deep Reinforcement Learning for Keras.
dependent packages 3total releases 8latest release June 01, 2018most recent commit a year agopypi keras-rl} Downloads
The 10 Latest Releases In Python Gym Open Source Projects
Stable Baselines3 Contrib ⭐ 384
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
dependent packages 14total releases 57latest release November 17, 2023most recent commit 3 months agopypi sb3-contrib} Downloads
Stable Baselines3 ⭐ 7,292
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 79total releases 80latest release November 17, 2023most recent commit 3 months agopypi stable-baselines3} Downloads
Pettingzoo ⭐ 2,218
An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities
dependent packages 34total releases 64latest release November 16, 2023most recent commit 3 months agopypi pettingzoo} Downloads
Openrl ⭐ 496
Unified Reinforcement Learning Framework
dependent packages 1total releases 23latest release October 27, 2023most recent commit 3 months agopypi openrl} Downloads
Simglucose ⭐ 191
A Type-1 Diabetes simulator implemented in Python for Reinforcement Learning purpose
total releases 21latest release October 27, 2023most recent commit 5 months ago
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