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Play Style Classification of the Strong Mahjong Players

机译:播放强大的麻将球员的风格分类

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Recently, the studies AI on in perfect information games are very much advanced to the extent of competing human top players. In contrast, it is still difficult for AI to seek the best solution of the facing situation in games with imperfect information. This is because with the imperfect information players need to change the way they fight against the other players depending on the strategies of other players. If a method to estimate the enemy strategy is established, it will be possible for AI to set its standards to determine its strategy against other players. Therefore in this study, we took mahjong as an example of complicated games with imperfect information, and by statistically analyzing mahjong play record called "Haihu", we proposed a new method to classify enemy strategy in mahjong from Haihu.
机译:最近,在完美信息游戏中的学习艾都对人类顶级球员的竞争程度非常高。相比之下,AI仍然很难寻求具有不完美信息的游戏中面对局面的最佳解决方案。这是因为,由于不完美的信息,玩家需要根据其他玩家的策略来改变他们对抗其他玩家的方式。如果建立了一种估计敌人策略的方法,AI就可以设定其标准来确定其对其他玩家的策略。因此在这项研究中,我们将麻将作为具有不完美信息的复杂游戏的例子,并且通过统计分析称为“海虎”的麻将戏剧录制,我们提出了一种将敌人战略对Haihu分类的新方法。

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