Skip to main content

A Python toolkit for Reinforcement Learning experiments.

Project description

Mushroom is a Python Reinforcement Learning (RL) librarywhose modularity allows to easily use well-known Pythonlibraries for tensor computation (e.g. PyTorch, Tensorflow)and RL benchmarks (e.g. OpenAI Gym, PyBullet, DeepmindControl Suite). It allows to perform RL experiments in asimple way providing classical RL algorithms(e.g. Q-Learning, SARSA, FQI), and deep RL algorithms(e.g. DQN, DDPG, SAC, TD3, TRPO, PPO). Full documentationavailable at http://mushroomrl.readthedocs.io/en/latest/.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

mushroom-rl-1.3.00.tar.gz (77.1 kB view hashes)

Uploaded Source

Built Distribution

mushroom_rl-1.3.0-py3-any.whl (134.5 kB view hashes)

Uploaded

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page