Popular GitHub Repositories for Marl

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

? A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX

Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

Multi-Agent Reinforcement Learning with JAX

A collection of MARL benchmarks based on TorchRL

POGEMA stands for Partially-Observable Grid Environment for Multiple Agents. This is a grid-based environment that was specifically designed to be flexible, tunable and scalable. It can be tailored to a variety of PO-MAPF settings.

This is a framework for the research on multi-agent reinforcement learning and the implementation of the experiments in the paper titled by ''Shapley Q-value: A Local Reward Approach to Solve Global Reward Games''.

A tool for aggregating and plotting MARL experiment data.

applying multi-agent reinforcement learning for highway-merging autonomous vehicles

A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers

SigmaRL: A Sample-Efficient and Generalizable Multi-Agent Reinforcement Learning Framework for Motion Planning

A toolbox with the goal of speeding up research on bargaining in MARL (cooperation problems in MARL).

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This repository contains the code for Diversity Control (DiCo), a novel method to constrain behavioral diversity in multi-agent reinforcement learning.

PPO and PyMARL baseline for Pogema environment

Multi-agent reinforcement learning on trains, for Deep Learning class at UNIBO

[ICML'23] Official PyTorch Implementation of NA2Q, and a comprehensive benchmark based on pymarl

train AI agents to master Free-style Gomoku(五子棋)

Multi-Agent Deep Reinforcement Learning for Cooperative and Competitive Autonomous Vehicles

IROS 2021 - Hiding Leader’s Identity in Leader-Follower Navigation through MARL