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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 year 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 a year agopypi stable-baselines3} Downloads
Keras Rl ⭐ 5,348
Deep Reinforcement Learning for Keras.
dependent packages 3total releases 8most recent commit 2 years 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 a year agopypi gymnasium} Downloads
Deep Reinforcement Learning ⭐ 4,635
Repo for the Deep Reinforcement Learning Nanodegree program
most recent commit a year ago
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 a year ago
Retro ⭐ 3,256
Retro Games in Gym
dependent packages 8total releases 8most recent commit a year 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 4 years agopypi stable-baselines} Downloads
Wger ⭐ 2,629
Self hosted FLOSS fitness/workout, nutrition and weight tracker written with Django
most recent commit a year ago
Rl Stock ⭐ 2,419
📈 如何用深度强化学习自动炒股
most recent commit 2 years ago
Muzero General ⭐ 2,203
MuZero
most recent commit a year ago
Minigrid ⭐ 2,122
Simple and easily configurable grid world environments for reinforcement learning
dependent packages 11total releases 14most recent commit 2 months agopypi gym-minigrid} Downloads
Roboschool ⭐ 2,056
DEPRECATED: Open-source software for robot simulation, integrated with OpenAI Gym.
dependent packages 3total releases 30most recent commit 2 years agopypi roboschool} Downloads
Gym Anytrading ⭐ 1,751
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
most recent commit a year 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 a year agopypi rl-zoo3} Downloads
Td3 ⭐ 1,383
Author's PyTorch implementation of TD3 for OpenAI gym tasks
most recent commit 2 years ago
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 2 years ago
Pfrl ⭐ 1,046
PFRL: a PyTorch-based deep reinforcement learning library
most recent commit a year 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 7 years ago
Basic_reinforcement_learning ⭐ 978
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
most recent commit 2 years ago
Batch Ppo ⭐ 919
Efficient Batched Reinforcement Learning in TensorFlow
total releases 1most recent commit 6 years ago
Nle ⭐ 915
The NetHack Learning Environment
dependent packages 1total releases 15most recent commit a year agopypi nle} Downloads
Dart ⭐ 847
DART: Dynamic Animation and Robotics Toolkit
dependent packages 5total releases 8most recent commit a year 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 year 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 a year agopypi stable-baselines3} 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 a year agopypi sb3-contrib} Downloads
Minigrid ⭐ 2,122
Simple and easily configurable grid world environments for reinforcement learning
dependent packages 11total releases 14latest release February 04, 2022most recent commit 2 months 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 4 years agopypi stable-baselines} Downloads
Retro ⭐ 3,256
Retro Games in Gym
dependent packages 8total releases 8latest release May 01, 2020most recent commit a year agopypi gym-retro} Downloads
Dart ⭐ 847
DART: Dynamic Animation and Robotics Toolkit
dependent packages 5total releases 8latest release October 25, 2022most recent commit a year ago
Kaggle Environments ⭐ 265
dependent packages 5total releases 129latest release September 20, 2023most recent commit a year agopypi kaggle-environments} Downloads
Rddlgym ⭐ 8
A toolkit for working with RDDL domains in Python3.
dependent packages 4total releases 30latest release October 29, 2020most recent commit 4 years agopypi rddlgym} Downloads
The 10 Latest Releases In 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 a year 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 a year agopypi stable-baselines3} Downloads
Bevy_rl ⭐ 57
Reinforcement Learning environments with Bevy
dependent packages 1total releases 26latest release November 05, 2023most recent commit a year agocargo bevy_rl} Downloads
Openrl ⭐ 496
Unified Reinforcement Learning Framework
dependent packages 1total releases 23latest release October 27, 2023most recent commit a year 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 a year ago
Loopquest ⭐ 26
A Production Tool for Embodied AI
total releases 11latest release October 22, 2023most recent commit a year ago
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