rl-agents

horizonrobotics/alf306

RL framework

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

carla-simulator/reinforcement-learning245

RL agent

An implementation of an actor-critic reinforcement learning algorithm in Python.

enlite-ai/maze266

RL Framework

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

sjtu-marl/malib507

RL framework

A framework for parallel population-based reinforcement learning

kunqian2025/reinforcement-learning61

RL framework

A collection of implementations of reinforcement learning algorithms in MATLAB

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

coax-dev/coax168

RL framework

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

geek-ai/magent1.7K

RL platform

A platform for multi-agent reinforcement learning research and development

alex-petrenko/sample-factory839

RL library

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

matthiasplappert/keras-rl8

RL framework

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

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

google-deepmind/rlax1.3K

RL builder

A Python library providing reinforcement learning building blocks for implementing agent policies and functions

scitator/catalyst-rl-framework38

RL Framework

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

luchris429/purejaxrl755

RL framework

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

rll-research/url_benchmark335

RL Benchmark

A benchmark suite for unsupervised reinforcement learning agents, providing pre-trained models and scripts for testing and fine-tuning agent performance.