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Pommerman: A Multi-Agent Playground

19 September 2018
Cinjon Resnick
W. Eldridge
David R Ha
D. Britz
Jakob N. Foerster
Julian Togelius
Kyunghyun Cho
Joan Bruna
    LLMAG
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Abstract

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.

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