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The Top 23 Reinforcement Learning Environments Open Source Projects

Open source projects categorized as Reinforcement Learning Environments
Categories > Reinforcement Learning Environments
Football ⭐ 3,177
Check out the new game server:
dependent packages 2total releases 27most recent commit 5 months agopypi gfootball} Downloads
Ai Economist ⭐ 1,022
Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).
total releases 13most recent commit 9 months ago
Envpool ⭐ 927
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
dependent packages 11total releases 30most recent commit 6 months agopypi envpool} Downloads
Babyai ⭐ 574
BabyAI platform. A testbed for training agents to understand and execute language commands.
most recent commit a year ago
Holodeck ⭐ 566
High Fidelity Simulator for Reinforcement Learning and Robotics Research.
total releases 23most recent commit 2 years ago
Ns3 Gym ⭐ 427
ns3-gym - The Playground for Reinforcement Learning in Networking Research
most recent commit 7 months ago
Furniture ⭐ 418
IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks
most recent commit a year 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
Roboleague ⭐ 229
A car soccer environment inspired by Rocket League for deep reinforcement learning experiments in an adversarial self-play setting.
most recent commit 3 years ago
Robo Gym ⭐ 226
An open source toolkit for Distributed Deep Reinforcement Learning on real and simulated robots.
total releases 9most recent commit 2 years ago
Gym Trading Env ⭐ 165
A simple, easy, customizable Gymnasium environment for trading.
total releases 33most recent commit 3 months ago
Rlberry ⭐ 147
An easy-to-use reinforcement learning library for research and education.
most recent commit 3 months ago
Jssenv ⭐ 142
An OpenAi Gym environment for the Job Shop Scheduling problem.
total releases 2most recent commit 6 months ago
Pontryagin Differentiable Programming ⭐ 123
A unified end-to-end learning and control framework that is able to learn a (neural) control objective function, dynamics equation, control policy, or/and optimal trajectory in a control system.
most recent commit 6 months ago
Awesome Robot Learning ⭐ 104
This repo contains a curative list of robot learning (mainly for manipulation) resources.
most recent commit 7 months ago
Sinergym ⭐ 96
Gym environment for building simulation and control using reinforcement learning
dependent packages 1total releases 33most recent commit 3 months agopypi sinergym} Downloads
Pypownet ⭐ 95
A power network simulator with a Reinforcement Learning-focused usage.
most recent commit 10 months ago
Mapdn ⭐ 93
This repository is for an open-source environment for multi-agent active voltage control on power distribution networks (MAPDN).
most recent commit a year ago
Zerosimrosunity ⭐ 88
Robotic simulation in Unity with ROS integration.
most recent commit 2 years ago
Racecar_gym ⭐ 87
A gym environment for a miniature racecar using the pybullet physics engine.
most recent commit 7 months ago
Malware_rl ⭐ 86
Malware Bypass Research using Reinforcement Learning
most recent commit 10 months ago
Furniture Bench ⭐ 75
FurnitureBench: Real-World Furniture Assembly Benchmark (RSS 2023)
most recent commit 3 months ago
Orbit ⭐ 67
Open source collection of Reinforcement Learning Environments.
most recent commit 9 months ago
The 4 Most Depended On Reinforcement Learning Environments Open Source Projects
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 6 months agopypi envpool} 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
Football ⭐ 3,177
Check out the new game server:
dependent packages 2total releases 27latest release January 25, 2022most recent commit 5 months agopypi gfootball} Downloads
Sinergym ⭐ 96
Gym environment for building simulation and control using reinforcement learning
dependent packages 1total releases 33latest release November 20, 2023most recent commit 3 months agopypi sinergym} Downloads
The 10 Latest Releases In Reinforcement Learning Environments 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
Sinergym ⭐ 96
Gym environment for building simulation and control using reinforcement learning
dependent packages 1total releases 33latest release November 20, 2023most recent commit 3 months agopypi sinergym} 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 6 months agopypi envpool} Downloads
Scalapy Gym ⭐ 5
A ScalaPy Facade for OpenAI Gym!
total releases 120latest release September 02, 2023most recent commit 4 months ago
Gym Trading Env ⭐ 165
A simple, easy, customizable Gymnasium environment for trading.
total releases 33latest release May 12, 2023most recent commit 3 months ago
Helx ⭐ 9
Interoperating between (Deep) Reiforcement Learning libraries
total releases 5latest release January 31, 2023most recent commit 3 months ago
Jssenv ⭐ 142
An OpenAi Gym environment for the Job Shop Scheduling problem.
total releases 2latest release January 14, 2023most recent commit 6 months ago
Hydrogym ⭐ 34
An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.
total releases 3latest release December 26, 2022most recent commit 5 months ago
Bark Ml ⭐ 63
Gym environments and agents for autonomous driving.
total releases 58latest release April 10, 2022most recent commit 2 years ago
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