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The Top 23 Reinforcement Learning Gym Environment Open Source Projects

Open source projects categorized as Reinforcement Learning Gym Environment
Categories > Gym Environment
Categories > Machine Learning > Reinforcement Learning
Highwayenv ⭐ 2,302
A minimalist environment for decision-making in autonomous driving
dependent packages 1total releases 11most recent commit 25 days agopypi highway-env} Downloads
Rlcard ⭐ 2,260
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
dependent packages 4total releases 40most recent commit 9 months agopypi rlcard} 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
Vizdoom ⭐ 1,657
Reinforcement Learning environments based on the 1993 game Doom :godmode:
most recent commit 2 months ago
Rainbow Is All You Need ⭐ 1,637
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
most recent commit 6 months ago
Btgym ⭐ 825
Scalable, event-driven, deep-learning-friendly backtesting library
most recent commit 3 years ago
Rex Gym ⭐ 759
OpenAI Gym environments for an open-source quadruped robot (SpotMicro)
total releases 17most recent commit 3 years ago
Spot_mini_mini ⭐ 740
Dynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion.
most recent commit 2 years ago
David Silver Reinforcement Learning ⭐ 509
Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.
most recent commit 6 years ago
Neuron_poker ⭐ 457
Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.
most recent commit a year ago
Obstacle Tower Env ⭐ 453
Obstacle Tower Environment
total releases 1most recent commit 4 years ago
Ns3 Gym ⭐ 427
ns3-gym - The Playground for Reinforcement Learning in Networking Research
most recent commit 7 months ago
Pokerrl ⭐ 380
Framework for Multi-Agent Deep Reinforcement Learning in Poker
total releases 3most recent commit a year ago
Gym Mtsim ⭐ 327
A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (Approved by OpenAI Gym)
most recent commit 7 months ago
Gym Electric Motor ⭐ 250
Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors
total releases 13most recent commit 5 months ago
Grid2op ⭐ 249
Grid2Op a testbed platform to model sequential decision making in power systems.
dependent packages 8total releases 75most recent commit 3 months agopypi Grid2Op} Downloads
Metagym ⭐ 225
Collection of Reinforcement Learning / Meta Reinforcement Learning Environments.
dependent packages 1total releases 10most recent commit a year agopypi metagym} Downloads
Mo Gymnasium ⭐ 213
Multi-objective Gymnasium environments for reinforcement learning
total releases 7most recent commit 3 months ago
Neuro Nav ⭐ 185
A library for neuroscience-inspired navigation and decision making research.
most recent commit 5 months ago
Rocket League Gym ⭐ 181
A Gym-like environment for Reinforcement Learning in Rocket League
dependent packages 1total releases 22most recent commit 5 months agopypi rlgym} Downloads
Mujoco_rl_ur5 ⭐ 171
A MuJoCo/Gym environment for robot control using Reinforcement Learning. The task of agents in this environment is pixel-wise prediction of grasp success chances.
most recent commit a year ago
Gym Trading Env ⭐ 165
A simple, easy, customizable Gymnasium environment for trading.
total releases 33most recent commit 3 months ago
Evogym ⭐ 159
A large-scale benchmark for co-optimizing the design and control of soft robots, as seen in NeurIPS 2021.
most recent commit 6 months ago
The 9 Most Depended On Reinforcement Learning Gym Environment Open Source Projects
Shimmy ⭐ 95
An API conversion tool for popular external reinforcement learning environments
dependent packages 11total releases 9latest release October 17, 2023most recent commit 6 months agopypi Shimmy} Downloads
Grid2op ⭐ 249
Grid2Op a testbed platform to model sequential decision making in power systems.
dependent packages 8total releases 75latest release December 01, 2023most recent commit 3 months agopypi Grid2Op} Downloads
Rlcard ⭐ 2,260
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
dependent packages 4total releases 40latest release April 19, 2023most recent commit 9 months agopypi rlcard} Downloads
Metagym ⭐ 225
Collection of Reinforcement Learning / Meta Reinforcement Learning Environments.
dependent packages 1total releases 10latest release June 16, 2022most recent commit a year agopypi metagym} Downloads
Haxballgym ⭐ 6
OpenAI Gym environment for the game HaxBall
dependent packages 1total releases 18latest release February 12, 2023most recent commit a year agopypi haxballgym} Downloads
Highwayenv ⭐ 2,302
A minimalist environment for decision-making in autonomous driving
dependent packages 1total releases 11latest release March 19, 2022most recent commit 25 days agopypi highway-env} Downloads
Rtgym ⭐ 49
Easily implement custom Gymnasium environments for real-time applications
dependent packages 1total releases 13latest release October 15, 2023most recent commit 6 months agopypi rtgym} Downloads
Rocket League Gym ⭐ 181
A Gym-like environment for Reinforcement Learning in Rocket League
dependent packages 1total releases 22latest release August 23, 2023most recent commit 5 months agopypi rlgym} Downloads
Gym Anm ⭐ 111
Design Reinforcement Learning environments that model Active Network Management (ANM) tasks in electricity distribution networks.
dependent packages 1total releases 9latest release November 27, 2022most recent commit 10 months agopypi gym-anm} Downloads
The 10 Latest Releases In Reinforcement Learning Gym Environment Open Source Projects
Grid2op ⭐ 249
Grid2Op a testbed platform to model sequential decision making in power systems.
dependent packages 8total releases 75latest release December 01, 2023most recent commit 3 months agopypi Grid2Op} Downloads
Loopquest ⭐ 26
A Production Tool for Embodied AI
total releases 11latest release October 22, 2023most recent commit 4 months ago
Shimmy ⭐ 95
An API conversion tool for popular external reinforcement learning environments
dependent packages 11total releases 9latest release October 17, 2023most recent commit 6 months agopypi Shimmy} Downloads
Rtgym ⭐ 49
Easily implement custom Gymnasium environments for real-time applications
dependent packages 1total releases 13latest release October 15, 2023most recent commit 6 months agopypi rtgym} Downloads
Pyrddlgym ⭐ 43
A toolkit for auto-generation of OpenAI Gym environments from RDDL description files.
total releases 13latest release August 27, 2023most recent commit 3 months ago
Mo Gymnasium ⭐ 213
Multi-objective Gymnasium environments for reinforcement learning
total releases 7latest release August 24, 2023most recent commit 3 months ago
Rocket League Gym ⭐ 181
A Gym-like environment for Reinforcement Learning in Rocket League
dependent packages 1total releases 22latest release August 23, 2023most recent commit 5 months agopypi rlgym} Downloads
Gym Electric Motor ⭐ 250
Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors
total releases 13latest release August 15, 2023most recent commit 5 months ago
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