mushroom-rl

RL library

A Python library for reinforcement learning algorithms and environments.

Python library for Reinforcement Learning.

GitHub

822 stars
24 watching
148 forks
Language: Python
last commit: about 1 month ago
Linked from 1 awesome list

atariddpgdeep-learningdeep-reinforcement-learningdqnmujocoopenai-gympybulletpytorchqlearningreinforcement-learningrlsactrpo

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
takuseno/d3rlpy An open-source deep reinforcement learning library that supports offline and online training, providing an intuitive API for practitioners and researchers. 1,327
toni-sm/skrl A modular reinforcement learning library with support for various environments and frameworks 560
aunum/gold A reinforcement learning library for Go, providing a set of agents to solve challenges in various environments. 345
alex-petrenko/sample-factory A high-throughput reinforcement learning library with optimized synchronous and asynchronous implementations of policy gradients. 828
rl-tools/rl-tools A comprehensive deep reinforcement learning library for continuous control tasks 216
corl-team/corl Provides high-quality implementations of offline and offline-to-online reinforcement learning algorithms in Python. 482
kaixhin/rainbow A Python implementation of a deep reinforcement learning algorithm combining multiple techniques for improved performance in Atari games 1,585
matthiasplappert/keras-rl A Python library implementing state-of-the-art deep reinforcement learning algorithms for Keras and OpenAI Gym environments. 7
luchris429/purejaxrl A high-performance implementation of reinforcement learning training pipelines using JAX and PyTorch-like functionality 722
enlite-ai/maze An RL framework for building and training reinforcement learning models in Python 265
chainer/chainerrl A deep reinforcement learning library built on top of Chainer. 1,172
sjtu-marl/malib A framework for parallel population-based reinforcement learning 497
farama-foundation/minari A Python library for offline reinforcement learning research, providing datasets and utilities. 294
hakuhodo-technologies/scope-rl A Python library for offline reinforcement learning, evaluation, and policy selection in various environments. 114
google-deepmind/rlax A Python library providing reinforcement learning building blocks for implementing agent policies and functions 1,263