Shypd.aiThe largest open index of AI toolsMushroomRL is a Python library for Reinforcement Learning, offering modular tools for developing and experimenting with RL agents. It supports well-known tensor computation libraries and RL benchmarks, including classical and deep RL algorithms.
Trending
About
MushroomRL is a comprehensive Python library designed for Reinforcement Learning research and development. Its modular architecture allows seamless integration with popular Python libraries for tensor computation, such as PyTorch and TensorFlow, and supports various RL benchmarks like Gymnasium, PyBullet, and Deepmind Control Suite. The library simplifies the process of conducting RL experiments by providing implementations of both classical RL algorithms (e.g., Q-Learning, SARSA, FQI) and deep RL algorithms (e.g., DQN, DDPG, SAC, TD3, TRPO, PPO). It also offers extensive support for physics simulators like Pybullet and MuJoCo, and advanced simulation platforms such as Habitat and iGibson, enabling realistic and sensory-rich learning environments. Full documentation and tutorials are available to guide users through installation and experiment setup.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
