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The Top 23 Gym Open Source Projects

Open source projects categorized as Gym
Gym ⭐ 32,908
A toolkit for developing and comparing reinforcement learning algorithms.
dependent packages 904total releases 108most recent commit a month agopypi gym} Downloads
Stable Baselines3 ⭐ 6,928
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 79total releases 80most recent commit 7 days 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
Deep Reinforcement Learning ⭐ 4,635
Repo for the Deep Reinforcement Learning Nanodegree program
most recent commit 18 days ago
Gymnasium ⭐ 4,393
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 9 hours agopypi gymnasium} Downloads
Cleanrl ⭐ 3,701
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
most recent commit 4 days ago
Retro ⭐ 3,155
Retro Games in Gym
dependent packages 8total releases 8most recent commit 4 months agopypi gym-retro} Downloads
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 ⭐ 2,559
Self hosted FLOSS fitness/workout, nutrition and weight tracker written with Django
most recent commit 2 days ago
Rl Stock ⭐ 2,419
📈 如何用深度强化学习自动炒股
most recent commit a year ago
Muzero General ⭐ 2,203
MuZero
most recent commit 3 months ago
Awesome Ai In Finance ⭐ 2,187
🔬 A curated list of awesome LLMs & deep learning strategies & tools in financial market.
most recent commit 2 months ago
Pettingzoo ⭐ 2,126
An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities
dependent packages 34total releases 64most recent commit 4 days agopypi pettingzoo} Downloads
Roboschool ⭐ 2,056
DEPRECATED: Open-source software for robot simulation, integrated with OpenAI Gym.
dependent packages 3total releases 30most recent commit 8 months agopypi roboschool} Downloads
Minigrid ⭐ 1,910
Simple and easily configurable grid world environments for reinforcement learning
dependent packages 11total releases 14most recent commit 11 days agopypi gym-minigrid} Downloads
Gym Anytrading ⭐ 1,751
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
most recent commit 3 months ago
Rl Baselines3 Zoo ⭐ 1,542
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
dependent packages 2total releases 18most recent commit 16 days agopypi rl-zoo3} Downloads
Td3 ⭐ 1,383
Author's PyTorch implementation of TD3 for OpenAI gym tasks
most recent commit 5 months ago
Cf Tool ⭐ 1,150
📊 Codeforces CLI (Submit, Parse, Test, etc.). Support Contests, Gym, Groups, acmsguru, Windows, macOS, Linux, 7 MB
total releases 28most recent commit 4 months ago
Textworld ⭐ 1,104
​TextWorld is a sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games.
dependent packages 1total releases 43most recent commit 4 days agopypi textworld} Downloads
Awesome Ai Books ⭐ 1,086
Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning
most recent commit 8 months ago
Pfrl ⭐ 1,046
PFRL: a PyTorch-based deep reinforcement learning library
most recent commit 5 months ago
The 10 Most Depended On 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 a month agopypi gym} Downloads
Stable Baselines3 ⭐ 6,928
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 79total releases 80latest release November 17, 2023most recent commit 7 days agopypi stable-baselines3} Downloads
Pettingzoo ⭐ 2,126
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 4 days agopypi pettingzoo} Downloads
Stable Baselines3 Contrib ⭐ 350
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
dependent packages 14total releases 57latest release November 17, 2023most recent commit 16 days agopypi sb3-contrib} Downloads
Procgen ⭐ 869
Procgen Benchmark: Procedurally-Generated Game-Like Gym-Environments
dependent packages 11total releases 10latest release January 24, 2022most recent commit 7 months agopypi procgen} Downloads
Envpool ⭐ 927
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
dependent packages 11total releases 30latest release October 30, 2023most recent commit a month agopypi envpool} Downloads
Minigrid ⭐ 1,910
Simple and easily configurable grid world environments for reinforcement learning
dependent packages 11total releases 14latest release February 04, 2022most recent commit 11 days agopypi gym-minigrid} 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
Retro ⭐ 3,155
Retro Games in Gym
dependent packages 8total releases 8latest release May 01, 2020most recent commit 4 months agopypi gym-retro} Downloads
The 10 Latest Releases In Gym Open Source Projects
Stable Baselines3 Contrib ⭐ 350
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
dependent packages 14total releases 57latest release November 17, 2023most recent commit 16 days agopypi sb3-contrib} Downloads
Stable Baselines3 ⭐ 6,928
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
dependent packages 79total releases 80latest release November 17, 2023most recent commit 7 days agopypi stable-baselines3} Downloads
Pettingzoo ⭐ 2,126
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 4 days agopypi pettingzoo} Downloads
Envpool ⭐ 927
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
dependent packages 11total releases 30latest release October 30, 2023most recent commit a month agopypi envpool} Downloads
Mushroom Rl ⭐ 731
Python library for Reinforcement Learning.
dependent packages 4total releases 20latest release October 30, 2023most recent commit 3 days agopypi mushroom-rl} Downloads
Openrl ⭐ 462
Unified Reinforcement Learning Framework
dependent packages 1total releases 23latest release October 27, 2023most recent commit 6 days agopypi openrl} Downloads
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