gymnax

RL accelerator

A framework that accelerates RL environment processes by leveraging JAX and GPU acceleration

RL Environments in JAX 🌍

GitHub

650 stars
10 watching
62 forks
Language: Python
last commit: 5 months ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
google/objax An open-source machine learning framework designed to simplify and accelerate research 771
luchris429/purejaxrl A high-performance implementation of reinforcement learning training pipelines using JAX and PyTorch-like functionality 722
google-deepmind/rlax A Python library providing reinforcement learning building blocks for implementing agent policies and functions 1,263
kaixhin/rainbow A Python implementation of a deep reinforcement learning algorithm combining multiple techniques for improved performance in Atari games 1,585
catalyst-team/catalyst-rl A PyTorch framework for accelerating reinforcement learning research and development by providing a modular, reusable, and customizable training loop 46
coax-dev/coax A modular framework for building reinforcement learning agents in Python using Gymnasium and JAX. 167
toni-sm/skrl A modular reinforcement learning library with support for various environments and frameworks 560
rle-foundation/rlexplore Provides a unified toolkit for constructing, computing, and optimizing intrinsic reward modules in reinforcement learning 366
matthiasplappert/keras-rl A Python library implementing state-of-the-art deep reinforcement learning algorithms for Keras and OpenAI Gym environments. 7
volcengine/verl A flexible and efficient reinforcement learning framework designed for large language models. 315
rlworkgroup/garage A toolkit for developing and evaluating reinforcement learning algorithms in a reproducible manner 1,880
layssi/carla_ray_rlib An open-source reinforcement learning framework for autonomous driving tasks using the Carla-Simulator environment and Ray/Rllib libraries. 35
scitator/catalyst-rl-framework A framework for distributed reinforcement learning research with Python and PyTorch support 38
geek-ai/magent A platform for multi-agent reinforcement learning research and development 1,690
eleurent/rl-agents A collection of implementations of Reinforcement Learning and planning algorithms in Python. 589