REINFORCE

An elegant PyTorch deep reinforcement learning library.

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

Reinforcement Learning environments based on the 1993 game Doom :godmode:

Clean PyTorch implementations of imitation and reward learning algorithms

PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control

Mastering Atari with Discrete World Models

Python library for Reinforcement Learning.

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.

SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.

A collection of robotics simulation environments for reinforcement learning