Analysing Congestion Problems in Multi-agent Reinforcement Learning

The Road Network Domain and other congestion problems used in the paper Analysing Congestion Problems in Multi-agent Reinforcement Learning.

Paper citation

If you used the RND environment for your experiments or found it helpful, consider citing the following papers:

AAMAS 2017 extended abstract:

@inproceedings{radulescu2017analysingabstract,
title={Analysing congestion problems in multi-agent reinforcement learning},
author={R{\u{a}}dulescu, Roxana and Vrancx, Peter and Now{\'e}, Ann},
booktitle={Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems},
pages={1705--1707},
year={2017},
organization={International Foundation for Autonomous Agents and Multiagent Systems}
}

ALA 2017 full paper:

@inproceedings{radulescu2017analysing,
title={Analysing congestion problems in multi-agent reinforcement learning},
author={R{\u{a}}dulescu, Roxana and Vrancx, Peter and Now{\'e}, Ann},
booktitle={Proceedings of the Adaptive Learning Agents (ALA) Workshop at AAMAS 2017},
year={2017}
}