We present Pommerman, a multi-agent environment based on the classic console game Bomberman. Pommerman consists of a set of scenarios, each having at least four players and containing both cooperative and competitive aspects. We believe that success in Pommerman will require a diverse set of tools and methods, including planning, opponent/teammate modeling, game theory, and communication, and consequently can serve well as a multi-agent benchmark. To date, we have already hosted one competition, and our next one will be featured in the NIPS 2018 competition track.
Cite
@article{arxiv.1809.07124,
title = {Pommerman: A Multi-Agent Playground},
author = {Cinjon Resnick and Wes Eldridge and David Ha and Denny Britz and Jakob Foerster and Julian Togelius and Kyunghyun Cho and Joan Bruna},
journal= {arXiv preprint arXiv:1809.07124},
year = {2022}
}
Comments
Oral at the AIIDE Multi-Agent Workshop; 0xc8Ac61A4025B35e425b829fCFCab37f038993963