MARLlib

MARL framework

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

One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)

GitHub

935 stars
10 watching
148 forks
Language: Python
last commit: 6 months ago
Linked from 1 awesome list

deep-reinforcement-learningmulti-agent-reinforcement-learningpytorchrayrllib

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
sjtu-marl/malib A framework for parallel population-based reinforcement learning 497
instadeepai/mava A research-friendly codebase for experimenting with multi-agent reinforcement learning in JAX 734
kunqian2025/reinforcement-learning A collection of implementations of reinforcement learning algorithms in MATLAB 60
eleurent/rl-agents A collection of implementations of Reinforcement Learning and planning algorithms in Python. 589
tristandeleu/pytorch-maml-rl Replication of Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks in PyTorch for reinforcement learning tasks 827
matthiasplappert/keras-rl A Python library implementing state-of-the-art deep reinforcement learning algorithms for Keras and OpenAI Gym environments. 7
luchris429/purejaxrl A high-performance implementation of reinforcement learning training pipelines using JAX and PyTorch-like functionality 722
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
horizonrobotics/alf A reinforcement learning framework designed to implement complex algorithms with flexibility and ease of use 302
iffix/machin An open-source reinforcement learning library for PyTorch, providing a simple and clear implementation of various algorithms. 401
enlite-ai/maze An RL framework for building and training reinforcement learning models in Python 265
araffin/rl-tutorial-jnrr19 A tutorial project providing an introduction to reinforcement learning with Stable Baselines3 615
sarl/sarl A general-purpose programming language for implementing multi-agent systems with concurrency, distribution, and interaction features. 140
toni-sm/skrl A modular reinforcement learning library with support for various environments and frameworks 560