Superhuman AI for multiplayer poker | ScienceAAASSearchScienceMenu

In recent years there have been great strides in artificial intelligence (AI), with games often serving as challenge problems, benchmarks, and milestones for progress. Poker has served for decades as such a challenge problem. Past successes in such benchmarks, including poker, have been limited to two-player games. However, poker in particular is traditionally played with more than two players. Multiplayer games present fundamental additional issues beyond those in two-player games, and multiplayer poker is a recognized AI milestone. In this paper we present Pluribus, an AI that we show is stronger than top human professionals in six-player no-limit Texas hold’em poker, the most popular form of poker played by humans.

22 mentions: @WilliamAEden@dylanwiliam@jaguring1@page_eco@pacocat@mcbill@Taghkanic@spsmith1
Date: 2019/07/12 09:47

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@WilliamAEden AI achieves superhuman performance in six-player no-limit Texas hold ‘em poker, the final step in poker dominance.
@dylanwiliam First chess, then Go, now six-player no-limit Texas hold’em poker: artificial intelligence beats the best players on the planet:
@jaguring1 複数のプレイヤーがいるゲームで、かつ、不完全情報ゲームにおいて、超人レベル。AIの名前は「Pluribus」。複数のプレイヤーが参加するゲームでは強い理論的保証が不足してるけど、超人的な戦略を生成できる、みたいな話 Superhuman AI for multiplayer poker