Farama-Foundation/SuperSuit

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

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

A toolkit for developing and comparing reinforcement learning algorithms.

An interface library for RL post training with environments.

A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

MineRL Competition for Sample Efficient Reinforcement Learning - Python Package

🕹️ A diverse suite of scalable reinforcement learning environments in JAX

🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX

Multi-objective Gymnasium environments for reinforcement learning