A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control
深度学习与强化学习的系统学习路线:39 个实验,每个配数学推导笔记、原创插图和从零实现的代码
A collection of environments for autonomous driving and tactical decision-making tasks
A fork of gym-retro with additional games, emulators and supported platforms
An open harness to simulate and deploy PX4/ArduPilot/Betaflight perception-based drone swarms with ROS2, YOLO, NVIDIA Jetson
Reinforcement Learning environments based on the 1993 game Doom :godmode:
A collection of robotics simulation environments for reinforcement learning
A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities
Simple and easily configurable grid world environments for reinforcement learning
Multi-objective Gymnasium environments for reinforcement learning
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Lightweight, GPU-accelerated reinforcement learning for Isaac Lab, mjlab, and Gymnasium.
GPU-native NES emulator + RL stack: thousands of parallel NES envs on one CUDA GPU, training agents on Super Mario Bros.
A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities
Modular Reinforcement Learning (RL) library (implemented in PyTorch, JAX, and NVIDIA Warp) with support for Gymnasium/Gym, NVIDIA Isaac Lab, MuJoCo Playground and other environments
PettingZoo and Gymnasium bindings for popular reinforcement learning environments outside of Farama
Gymnasium environments for NES Mario games, with task metadata, reward instrumentation, and reproducible evaluation interfaces.