38 projects
mo-gymnasium
A standard API for MORL and a diverse set of reference environments.
gymnasium
A standard API for reinforcement learning and a diverse set of reference environments (formerly Gym).
minari
A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities.
umshini
Umshini client for playing in MARL tournaments
SuperSuit
Wrappers for Gymnasium and PettingZoo
pettingzoo
Gymnasium for multi-agent reinforcement learning.
gymnasium-robotics
Robotics environments for the Gymnasium repo.
chatarena
Multi-Agent Language Game Environments for Large Language Models
momaland
A standard API for Multi-Objective Multi-Agent Decision making and a diverse set of reference environments.
vizdoom
ViZDoom is Doom-based AI Research Platform for Reinforcement Learning from Raw Visual Information.
Shimmy
An API conversion tool providing Gymnasium and PettingZoo bindings for popular external reinforcement learning environments.
stable-retro
tinyscaler
A tiny, simple image scaler.
minigrid
Minimalistic gridworld reinforcement learning environments.
miniwob
A web interaction benchmark for reinforcement learning.
highway-env
An environment for simulated highway driving tasks.
AutoROM.accept-rom-license
Automated installation of Atari ROMs for Gym/ALE-Py
AutoROM
Automated installation of Atari ROMs for Gym/ALE-Py
jax-jumpy
Common backend for Jax or Numpy.
CrowdPlay
A web based platform for collecting human actions in reinforcement learning environments
Farama-Notifications
Notifications for all Farama Foundation maintained libraries.
ale-py
The Arcade Learning Environment (ALE) - a platform for AI research.
miniworld
Minimalistic 3D interior environment simulator for reinforcement learning & robotics research.
farama
magent2
Multi-Agent Reinforcement Learning environments with very large numbers of agents.
gym-robotics
Legacy robotics environments from Gym repo
d4rl
gym-minigrid
Minimalistic gridworld reinforcement learning environments
gymnasium-notices
Notices for gymnasium
magent
Multi-Agent Reinforcement Learning environments with very large numbers of agents
gym-notices
Notices for gym
brax-jumpy
Common backend for JAX or numpy.
hanabi-learning-environment
Learning environment for the game of hanabi.
lycon2
A minimal and fast image library
multi-agent-ale-py
Multi-Agent Arcade Learning Environment Python Interface
Colosseum-client
gym-miniworld
metaworld
Environments for benchmarking meta-learning and multi-task learning