OpenAI Gym

Toolkit for developing and comparing reinforcement learning algorithms. Provides a standard API for RL environments (CartPole, Atari, MuJoCo, etc.) that became the universal interface for RL research. 37K+ GitHub stars.

Gym standardized how RL agents interact with environments, enabling reproducible benchmarking across the field. Now maintained by the Farama Foundation as Gymnasium. MIT License.