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这次是麻将!AI“Suphx”在平台“天凤”荣升十段

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    斗地主、炸金花、李逵捕鱼、麻将、百家乐、百人牛牛

  • 最强麻将AI

    最强麻将AI

      (来源: Camel AI科技评论 公众号)

      围棋AlphaGo点燃的AI之火渐渐降温之际,微软今天上午发布了他们在麻将游戏中取得的重大突破:麻将AI “Suphx”在国际知名专业麻将平台“天凤”上荣升十段。

      “十段”是什么概念呢?天凤平台上,全球范围内现役十段的人类选手仅十几位。Suphx取得“十段”的成绩,大致可相当于围棋中AlphaGo挑战胜了李世石。

    这次是麻将!AI“Suphx”在平台“天凤”荣升十段

      这是一个不凡的成绩。

      从AI这门学科诞生之日起,游戏AI始终与 AI 研究进展相生相伴,跳棋、双陆棋、国际象棋和围棋,都曾先后推动了AI的发展。

     图:MarionTinsley 与 Chinook 对战(左);GarryKasparov 与 Deep Blue 对战(右)

    图:MarionTinsley 与 Chinook 对战(左);GarryKasparov 与 Deep Blue 对战(右)

      这些棋类游戏有共同之处是,1)它们均有一个简单而清晰的规则,有清晰的胜负判定条件和行动准则;2)博弈双方能够查看所有游戏状态;3)在公众认知中,掌握和精通这些棋牌类游戏往往在一定程度上是人类智力的彰显。

      相比以上这几种棋类游戏,麻将却是规则复杂、胜负判定繁琐、信息非完全公开的,且更重要的是在公众认知中麻将更多地有“运气”和“凭直觉”的成分。

      因此麻将AI若能取得超越人类的水平,可以期待它将带来新的一波热潮。

       一、Suphx的晋级之路

      “天凤”是日本(不要问为什么不是中国四川)的一个在线麻将竞技平台,创立于2006年。因其完善的竞技规则、专业的段位体系,很快便成为业界知名的高水平专业麻将平台,受到职业麻将界的广泛承认。

    图:天风平台logo,by tenhou

    图:天风平台logo,by tenhou

      我们知道,麻将的输赢与围棋不一样,并不仅仅取决于玩家的实力,还取决于抓到的手牌等,如果一个人运气比较差,拿到一手烂牌,可能再强的实力也只能是输得不那么难看。所以,麻将不像围棋一样,不能单靠一轮对弈,而是要通过多轮(甚至上千轮)对弈才能看出一个雀士的实力。

      天凤的评价制度,采用Rating制和段位制并行的制度。刚刚注册时等级从“新人”开始,点数(pt)会根据游戏的情况增减,并最终决定雀士的升段(升级)和降段(降级)。玩家的段位越高,在比赛中排位第四受到的点数惩罚也越多,点数扣除到一定程度会导致降段。按照这种规则,如果雀士的实力水平一定的话,自己的等级也会相对地稳定在某一个段位上。

      根据段位,游戏者可以使用的桌也会发生变化。天凤平台为高水平麻将玩家提供两种竞技房间:“特上房”对四段以上所有玩家免费开放,允许AI参与游戏,目前所有玩家在此房间的最高段位是十段;“凤凰房”仅对七段以上的人类付费玩家开放,目前不允许AI参与游戏,在该房间能够达到的最高段位是十一段,称为“天凤位”。

      自天凤平台在2006年推出以来,全球范围内达到四人麻将(四麻)天凤位的雀士也不过13人,曾经达到过十段的玩家约有180位,而现役十段的人类玩家仅有十几位。

      微软亚洲研究院开发的麻将AI Suphx在今年3月份开始登录天凤平台,经过近三个多月、与人类玩家展开了5000余场四麻对局后,6月份Suphx成功晋级天凤十段,也是首个晋级十段的AI系统。

    图:天凤平台“天凤位”和“现役十段”名单

    图:天凤平台“天凤位”和“现役十段”名单

      在5000余场对局中,Suphx的稳定段位超过了8.7。这样的稳定段位是一个极高的数字。

      据统计,天凤平台的所有顶级人类玩家在取得十段后,在“特上房”共参加过近万场比赛,整体稳定段位为7.4。与所有取得过天凤十段的顶级人类玩家相比,Suphx在特上房的稳定水平要领先约1.3个段位。

    这次是麻将!AI“Suphx”在平台“天凤”荣升十段

    (责任编辑:admin)
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