Jet

A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities

A collection of robotics simulation environments for reinforcement learning

SMAC: The StarCraft Multi-Agent Challenge

PettingZoo and Gymnasium bindings for popular reinforcement learning environments outside of Farama

Gymnasium environments for NES Mario games, with task metadata, reward instrumentation, and reproducible evaluation interfaces.