malib

replicable-marl/marllib960

MARL framework

A comprehensive platform for developing and testing Multi-agent Reinforcement Learning algorithms in various tasks and environments.

kunqian2025/reinforcement-learning61

RL framework

A collection of implementations of reinforcement learning algorithms in MATLAB

matthiasplappert/keras-rl8

RL framework

A Python library implementing state-of-the-art deep reinforcement learning algorithms for Keras and OpenAI Gym environments.

luchris429/purejaxrl755

RL framework

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

kaixhin/rainbow1.6K

RL framework

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

eleurent/rl-agents596

RL frameworks

A collection of implementations of Reinforcement Learning and planning algorithms in Python.

enlite-ai/maze266

RL Framework

An RL framework for building and training reinforcement learning models in Python

tristandeleu/pytorch-maml-rl830

Reinforcement Learning framework

Replication of Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks in PyTorch for reinforcement learning tasks

astooke/rlpyt2.2K

Deep RL framework

A modular and unified framework for implementing common deep reinforcement learning algorithms in PyTorch

scitator/catalyst-rl-framework38

RL Framework

A framework for distributed reinforcement learning research with Python and PyTorch support

horizonrobotics/alf306

RL framework

A framework for implementing complex reinforcement learning algorithms with flexibility and ease of implementation

toni-sm/skrl588

RL library

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

coax-dev/coax168

RL framework

A modular framework for building reinforcement learning agents in Python using Gymnasium and JAX.

pku-alignment/omnisafe954

Safe RL framework

A framework designed to accelerate the development of safe reinforcement learning algorithms by providing a modular, high-performance platform for parallel computing and out-of-box toolkits.

catalyst-team/catalyst-rl46

RL framework

A PyTorch framework for accelerating reinforcement learning research and development by providing a modular, reusable, and customizable training loop