marl topic

List marl repositories

marltoolbox

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

shapley-q-learning

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This repo is the implementation of paper ''SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning''.

A simple example of how to implement vector based DDPG for MARL tasks using PyTorch and a ML-Agents environment.

Emergent-Multiagent-Strategies

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Emergence of complex strategies through multiagent competition

rl

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

awesome-marl

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

An Autonomous Spectrum Management Scheme for Unmanned Aerial Vehicle Networks in Disaster Relief Operations using Multi Independent Agent Reinforcement Learning

A solution for Dynamic Spectrum Management in Mission-Critical UAV Networks using Team Q learning as a Multi-Agent Reinforcement Learning Approach

BenchMARL

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A collection of MARL benchmarks based on TorchRL

pogema

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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...