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The State of Solving Large Incomplete-Information Games, and Application to Poker

机译:解决大型不完全信息游戏的现状及其在扑克中的应用

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Game-theoretic solution concepts prescribe how rational parties should act, but to become operational the concepts need to be accompanied by algorithms. I will review the state of solving incomplete-information games. They encompass many practical problems such as auctions, negotiations, and security applications. I will discuss them in the context of how they have transformed computer poker. In short, game-theoretic reasoning now scales to many large problems, outperforms the alternatives on those problems, and in some games beats the best humans.
机译:博弈论的解决方案概念规定了理性的当事方应如何行动,但要使之实用,这些概念就必须附带算法。我将回顾解决不完整信息游戏的状态。它们包含许多实际问题,例如拍卖,谈判和安全应用。我将在他们如何改变计算机扑克的背景下讨论它们。简而言之,博弈论推理现在可以扩展到许多大问题,在这些问题上胜过其他选择,并且在某些游戏中击败了最优秀的人。

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