garage

jjkke88/rl_toolbox43

RL Toolbox

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

rle-foundation/rlexplore373

RL toolkit

Provides a unified toolkit for constructing, computing, and optimizing intrinsic reward modules in reinforcement learning

google-research/rlds302

RL dataset toolkit

A toolkit for storing and manipulating episodic data in reinforcement learning and related tasks.

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

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.

rl-tools/rl-tools680

RL framework

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

luchris429/purejaxrl755

RL framework

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

securitygames/oef3

Game RL toolkit

Provides tools and algorithms for developing reinforcement learning policies in game environments.

scitator/catalyst-rl-framework38

RL Framework

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

astooke/rlpyt2.2K

Deep RL framework

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

araffin/rl-tutorial-jnrr19620

RL Tutorial

A tutorial project providing an introduction to reinforcement learning with Stable Baselines3

arlo-lib/arlo10

RL optimizer

A tool for optimizing and automating reinforcement learning pipelines in Python

mushroomrl/mushroom-rl824

RL library

A Python library for reinforcement learning algorithms and 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

eleurent/rl-agents596

RL frameworks

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