scope-rl

takuseno/d3rlpy1.3K

RL library

An open-source deep reinforcement learning library that supports offline and online training, providing an intuitive API for practitioners and researchers.

farama-foundation/minari310

Offline RL library

A Python library for offline reinforcement learning research, providing datasets and utilities.

alex-petrenko/sample-factory839

RL library

A high-throughput reinforcement learning library with optimized synchronous and asynchronous implementations of policy gradients.

rl-tools/rl-tools680

RL framework

An open-source C++ library for training reinforcement learning policies and controlling continuous-control environments.

mushroomrl/mushroom-rl824

RL library

A Python library for reinforcement learning algorithms and environments.

aunum/gold345

RL library

A reinforcement learning library for Go, providing a set of agents to solve challenges in various environments.

conglu1997/v-d4rl94

Offline RL datasets

Provides pre-built datasets and code for offline reinforcement learning from visual observations using deep learning algorithms

takuseno/minerva98

Offline RL GUI

An offline deep reinforcement learning GUI tool that requires only datasets to operate and provides a powerful algorithm and intuitive interface.

denisyarats/exorl105

Offline RL toolkit

Provides exploratory data and algorithms for offline reinforcement learning in various control domains

jjkke88/rl_toolbox43

RL Toolbox

A collection of reinforcement learning algorithms and tools for training agents in complex environments.

luchris429/purejaxrl755

RL framework

A high-performance implementation of reinforcement learning training pipelines using JAX and PyTorch-like functionality

google-research/deep_ope85

RL benchmarks

Provides benchmarking policies and datasets for offline reinforcement learning

kaixhin/rainbow1.6K

RL framework

A Python implementation of a deep reinforcement learning algorithm combining multiple techniques for improved performance in Atari games

farama-foundation/d4rl1.4K

RL benchmarks

A collection of standardized environments and datasets for training and benchmarking algorithms in offline reinforcement learning

toni-sm/skrl588

RL library

A modular reinforcement learning library with support for various environments and frameworks