Pommerman: A multi-agent playground
arXiv preprint arXiv:1809.07124, 2018•arxiv.org
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 …
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 …
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.
arxiv.org
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