catalyst-rl-framework

RL Framework

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

Catalyst.RL: A Distributed Framework for Reproducible RL Research

GitHub

38 stars
4 watching
3 forks
Language: Python
last commit: over 5 years ago
benchmarkcontinuous-controldeep-learningframeworkmujocopythonpytorchreinforcement-learning

Related projects:

Repository Description Stars
catalyst-team/catalyst-rl A PyTorch framework for accelerating reinforcement learning research and development by providing a modular, reusable, and customizable training loop 46
luchris429/purejaxrl A high-performance implementation of reinforcement learning training pipelines using JAX and PyTorch-like functionality 722
astooke/rlpyt A modular and unified framework for implementing common deep reinforcement learning algorithms in PyTorch 2,232
iffix/machin An open-source reinforcement learning library for PyTorch, providing a simple and clear implementation of various algorithms. 401
sjtu-marl/malib A framework for parallel population-based reinforcement learning 497
jingweiz/pytorch-rl A comprehensive project that provides an implementation of deep reinforcement learning algorithms using PyTorch and Visdom. 797
tristandeleu/pytorch-maml-rl Replication of Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks in PyTorch for reinforcement learning tasks 827
eleurent/rl-agents A collection of implementations of Reinforcement Learning and planning algorithms in Python. 589
coax-dev/coax A modular framework for building reinforcement learning agents in Python using Gymnasium and JAX. 167
rlworkgroup/garage A toolkit for developing and evaluating reinforcement learning algorithms in a reproducible manner 1,880
horizonrobotics/alf A reinforcement learning framework designed to implement complex algorithms with flexibility and ease of use 302
rle-foundation/rlexplore Provides a unified toolkit for constructing, computing, and optimizing intrinsic reward modules in reinforcement learning 366
enlite-ai/maze An RL framework for building and training reinforcement learning models in Python 265
kunqian2025/reinforcement-learning A collection of implementations of reinforcement learning algorithms in MATLAB 60
matthiasplappert/keras-rl A Python library implementing state-of-the-art deep reinforcement learning algorithms for Keras and OpenAI Gym environments. 7