Farama-Foundation/Minari

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

A toolkit for developing and comparing reinforcement learning algorithms.

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

A library of reinforcement learning components and agents

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

Simple and easily configurable grid world environments for reinforcement learning