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引用次数: 2

摘要

计算机游戏是人工智能领域的一个重要研究方向。其中,不完全信息扑克游戏相对于国际象棋游戏的智能算法来说是比较难实现的。斗地柱博弈是一种不完全信息博弈的扑克博弈。本文采用卷积神经网络,通过对大量博弈数据的分析,得到较好的房东身份证模型。实验结果表明,该模型可以在类似人类玩扑克的斗地主游戏中提供高效合理的结果。
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Study on the Play Strategy of Dou Dizhu Poker Based on Convolution Neural Network
Computer game is an important research direction in the field of artificial intelligence. Among them, incomplete information poker games are relatively difficult to implement compared to the intelligent algorithm of chess games. Dou Dizhu game is a kind of incomplete information game poker game. This paper uses convolution neural network, through the analysis large number of game data, to obtain a better landlord identity card model. Experimental results show that the model can provide efficient and reasonable results in Dou Dizhu games, similar to poker played by humans.
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