Kaggle/kaggle-environments

Evaluate and improve models and agents using environments

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

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

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

A toolkit for developing and comparing reinforcement learning algorithms.

An interface library for RL post training with environments.

An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments

MineRL Competition for Sample Efficient Reinforcement Learning - Python Package

A construction kit for reinforcement learning environment management.