卡卡棋牌app下载

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                                在围棋上碾压李世石后,人工智能在麻将领域能够战胜人类吗

                                2015-03-17 11:13:35 来源:

                                卡卡棋牌app下载HENGAOXINGNENGJIEZHE AlphaGo DEDONGFENG,HEDAJIAFENXIANGYIXIAMAJIANG AI YANJIUDEXIANZHUANG。

                                一. 麻将和围棋有什么不同?

                                CONGBOYILUNDEJIAODULAIJIANG,WEIQISHIWANQUANXINXIDONGTAIBOYI,ERMAJIANGSHUYUFEIWANQUANXINXIDONGTAIBOYI。WEIQIZHONGDUIJUSHUANGFANGSUOZHANGWODEXINXISHIDUICHENGDE,ERMAJIANGZHONGGEDUIJUZHEJIANSUOZHANGWODEXINXIBUDUICHENG。SUIRANDAJIADOUNENGKANDAOMEIWEIPAISHOUDAGUOSHENMEPAI,DANNIBUZHIDAOWODESHOUPAISHISHENME,WOYEBUZHIDAONIDESHOUPAISHISHENME。ZHEIZHONGXINXIBUDUICHENGDECHANSHENGDEGENBENYUANYINSHIPAIQIANGDESUIJIXING。

                                WEIQIYUMAJIANG(HUOZHESHUOQIYUPAI,YIYUBO)DESHANGSHUQUBIE,JUEDINGLETAMENHUOSHENGCELVEDEGENBENBUTONG。QILEIXIANGMUBENZHISHANGJIUSHIMENGTEKALUOSHU,HUOSHENGCELVEJIUSHIXUANZEHUOPOSHIDUISHOUXUANZEYIGEFENZHI,ZHEIGEFENZHIXIAMIANSUOYOUDEJIEJUDOUSHIZIJISHENG。ZHIBUGUOYOUYUQILEIBIANHUAHENDUO,LIAN AlphaGo YEYUANBUKENENGBIANLIZHENGGESHU,SUOYI AlphaGo HUITONGGUOJIAZHIWANGLUOLAIGUJIMOUYIFENZHIXIASHENGJIEJUDEGAILV。QISHIRENLEIDESIWEIYESHILEISIDE,ZAIWEIQILIPINGBAIBEIDUISHOUTUDIAOYITIAODALONG,HUOZHEZAIXIANGQILIPINGBAISONGJIDUISHOUYIGECHEZONGSHIBUHAODE——ZAIZHEIXIEFENZHIXIA,SHENGJIEJUDEGAILVDADAJIANGDILE。

                                ERPAILEIDEHUOSHENGCELVEZAIYUJINKENENGZENGDAZIJIDEDEFENQIWANG(EV)。WOBINGBUZHIDAOWOJIEXIALAIYAOMOSHENMEPAI,HUOWODEDUISHOUYOUSHENMEPAI,DANSUOYOUKENENGDEQINGXINGZUCHENGYIGEGAILVKONGJIAN,WOZHIXUZUOCHUYIGEXUANZE,SHIDEZIJIDEDEFENHANSHUDEQIWANGZUIDA。PAILEICELVEDENANDIANZAIYU,YINGXIANGZHEIYIGAILVKONGJIANDEYINSUGUODUO,QIEJUTIYINGXIANGHENNANQUEDING,BIRUDUISHOUDAPAIDEXIGUAN。

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                                二. 何谓「获胜」?

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                                SUOYIZAIZHEIGEWENTIXIAWOMENTAOLUNMAJIANG AI NENGFOUZHANSHENGRENLEI,ZHIDESHIMAJIANG AI ZHANGQICHENGJI(10000 SHOUPAIYISHANG)NENGFOUBIRENLEIGENGHAO,BINGBUSHIDANZHIYISHOUPAI。ZHIDAYISHOUPAI,SHEIDOUYOUKENENGHEPAI,ZHEISHIPAILEIYOUXIDEBENZHISUOJUEDINGDE。

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                                三. 麻将会成为人类面对人工智能的「最后壁垒」吗?

                                卡卡棋牌app下载YIYANYIBIZHI,MAJIANG AI BUSHIZUOBULE,ERSHIMEIRENZUO。ZHISUOYIMUQIANHAIMEIYOUNENGGOUZHANSHENGRENLEIDEMAJIANG AI,ZHUYAOYUANYINHAISHIRENMENZAIMAJIANG AI YANJIUFANGMIANDETOURUBUGOU。MUQIANDEMAJIANG AI JIBENDOUSHIMAJIANGYOUXIZHIZUOTUANDUIWEIMAJIANGYOUXISHEJIDE,ZAIDANJISHANGJIUKEYIYUNXING,QIANGDUZIRANYOUXIAN。RUGUOXIANG AlphaGo YIYANG,SHIJIEDINGJITUANDUIZHIZUO,BEIHOUPANGDAZIJINZHICHI,SHIYONG 1000 GE CPU YUNXING,XIANGYAOSHEJIYIGEQINGYIZHANSHENGRENLEIDINGJIANMAJIANGPAISHOUDE AI MEIYOURENHENANDU。

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                                XIATUXUANZIRIBENMAJIANGYANJIUZHEらすかるDEGERENWANGZHANMAQUEのSHUXUE。

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                                四. 现在有哪些比较强的麻将 AI?

                                JINGJIMAJIANGFANGMIAN,MUQIANGUOBIAOMAJIANGHERIBENMAJIANGDOUYOUBIJIAOQIANGDE AI(GAOYURENLEIPINGJUNSHUIPING)。RIBENMAJIANGDE AI MUQIANZUIQIANGDEDANGRANSHI「BAODA」。

                                卡卡棋牌app下载「BAODA」SHIYOUDONGJINGDAXUEGONGXUEXIZAIDUBOSHISHENGSHUISHANGZHIJIKAIFADERIBENMAJIANG AI,TASUOZAIDEKETIZUJIUSHIZHUANMENYANJIUMAJIANG AI DE。BAODAHE AlphaGo YIYANG,YEJUYOUZIWODUIJUHEFENXIBINGXUEXIRENLEIPAIPUDENENGLI。SHUISHANGFABIAOGUODELUNWENTIMUWEI《Realizing a Four-Player Computer Mahjong Program by Supervised Learning with Isolated Multi-Player Aspects》,QUANWENXIANGJIANhttp://www.logos.ic.i.u-tokyo.ac.jp/~mizukami/paper/jousho_2014.pdf。

                                BAODACONG 2015 NIANKAISHIZAIZUIDADERIBENMAJIANGPINGTAI——TIANFENGMAQUESHANGKAISHIYUNXING,ZHI 2016 NIAN 2 YUEYIJINGDALE 1.3 WANDUOCHANG(YUE 13 WANSHOUPAI)。2015 NIAN 9 YUE,BAODADADAOTIANFENGMAQUESIDUAN,2015 NIAN 12 YUEGENGSHIYIDUCHONGJINTIANFENGQIDUAN,ZHANGQICHENGJIXIANSHIPINGJUNWEILIUDUANYISHANG。ZHEIYIWEIZHESHENMENI?

                                SHANGTUSHITIANFENGMAQUEPINGTAI 2016 NIAN 3 YUE 13 RIDEDUANWEICHENGJIFENBUTU(LAIYUANオンラインDUIZHANMAQUE TIANFENG / ランキング)。TIANFENGPINGTAIJUYOUFEICHANGKEXUEDEDUANWEIHE Elo Rating TIXI,YUESHIHEGAOSHUIPINGPAISHOUDUIJU,HUOSHENGHOU Rate ZENGJIAYUEDUO,SHIBAIHOU Rate JIANSHAOYUESHAO;YUESHIHEDISHUIPINGPAISHOUDUIJU,HUOSHENGHOU Rate ZENGJIAYUESHAO,SHIBAIHOU Rate JIANSHAOYUEDUO。ZUIZHONGDUANWEIHE Rate ZHIDEWENDINGZHIJIUDAIBIAOLEPAISHOUDEZHENSHISHILI。

                                卡卡棋牌app下载KEYIKANDAO,TIANFENGMAQUEPINGTAIDEHUOYUEYONGHUSHUYUEWEI 17 WANREN(BUBAOKUOXINRENJIANGSHIHAO),ERLIUDUANYISHANGDEYONGHUZONGSHUWEI 5793 REN,YUEZHAN 3.4%。YEJIUSHISHUO,BAODADAMAJIANGBI 96.6% DEMAJIANGWANJIAYAOHAO,QUANSHIJIEMAJIANGDADEBIBAODAHAODEREN,SHULIANGJINYOUJIWANRENZUOYOU(BAOHANSUOYOUMAJIANGGUIZEDEGUSUAN)。ZHEIZHISHIYIGEKETIZU,YONGSHIYINIANDUOYANJIUCHUDE,ZAIYITAIDIANNAOSHANGYUNXINGDEMAJIANG AI,JIUYIJINGJIBENGANSHANG AlphaGo ZAOQIBANBENSUOQUDEDECHENGJILE。

                                卡卡棋牌app下载GUOBIAOMAJIANGFANGMIAN,MUQIANZUIQIANGDE AI DAGAISHIWOBENRENMUQIANZHENGZAICANYUSHEJIDEGUOBIAOMAJIANG AI LE。ZUICHUDEBANBENZHIJIARULEZUICHANGYONGDESHIJIGEFANZHONGDEFENZHIPANDUAN,FANGSHOUDUANJIHUMEIYOUZUO,SHICEDUISUIJIPAISHOUHEPAILVJIUYIJINGDADAO 24% ZUOYOU,JIBENYUGUOBIAOMAJIANGPINGJUNHEPAILV 24.3% CHIPING(GUOBIAOMAJIANGSHUJUKEJIANGUOBIAOMAJIANG、RIBENMAJIANGDUIJUSHI,「DIANPAO、ZIMO、LIUJU」DEBILIFENBIESHIDUOSHAO? - DUANHAODEHUIDA)。SHIJISHUIPINGDAGAICHUZAISUOYOUPAISHOUZHONGSHANGWEI 10~20%ZUOYOUDESHUIPING(DIDUANWEIPAISHOUDUO,DABUFENPAISHOUDESHUIPINGCHUZAIPINGJUNYIXIA)。

                                五. 麻将 AI 的算法应该是什么样子的?

                                卡卡棋牌app下载ZUIHOU,WOLAIQIANTANYIXIAMAJIANG AI DEJIBENSUANFA。

                                1. JICHUPAIXIAOLV

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                                2. HEPAIXIANZHIYUFANSHUJIAZHI

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                                3. FULUPANDUAN

                                「ZHEIGEPAIGAIBUGAIPENG」SIHUSHIDAMAJIANGSHIBIJIAOLINGRENTOUTENGDEWENTI。DANQISHIFULUPANDUANZHISHIJISUANLIANGDA,BINGBUXUYAOTESHUDESUANFA,YIRANSHIDUIBIPENGYUBUPENGLIANGZHONGXUANZESUODUIYINGDESUOYOUJIEJUDEDEFENQIWANGJIKE。RIBENMAJIANGZHONGDELIZHI(BAOTING)PANDUANYESHITONGLI。

                                卡卡棋牌app下载ZHIBUGUODANGWOMENZAIKAOLV「DANAZHANGHAO」DESHIHOU,LIANGZHONGDAPAIXUANZEZHIJIANSUODUIYINGDELUJINGHEJIEJUYOUDABUFENDOUSHIZHONGHEDE;ERWOMENZAIKAOLV「GAIBUGAIPENG」DESHIHOU,LIANGZHONGXUANZESUODUIYINGDELUJINGHEJIEJUJIBENSHIWANQUANBUTONGDE,ZHEIWUXINGZHONGZENGDALEJISUANLIANG。QISHIRENNAOZAIZUOMENGTEKALUOSHUSOUSUOSHI,BIJIAORONGYIZUODAO「XIANGDEHENSHEN」,BIRUZHIYEQISHOUKEYITIQIANSUANDAO 20 SHENZHI 30 BUQI;DANNANYIZUODAO「XIANGDEHENGUANG」,TONGCHANGQINGKUANGXIADANAOZHINENGZUODAOCONGLIANGZHONGXUANZEZHONGZHAOJIGEGAILVJIAODA、YOUDAIBIAOXINGDEJIEJUYANGBENZUOBIJIAO。SUOYIFULUPANDUANXIANDENAN,QISHIZHISHIJISUANLIANGDEWENTI,ERDUIYUMAJIANG AI LAISHUO,ZHEIBUSHIWENTI。

                                4. FANGSHOUDUAN

                                FANGSHOUDUANXUYAOJIEJUEDESHIGONGSHOUPANDUANHEFANGSHOUDAFALIANGGEWENTI,JI「SHENMESHIHOUYAOFANGSHOU」HE「YAOFANGSHOUYINGGAIDASHENME」。JIEJUEZHEIXIEWENTIZUIHAODEFANGFASHIRANGMAJIANG AI ZIJITONGGUODALIANGDEPAIPU(QIANWANCHANGLIANGJI)JINXINGZIWOXUEXI。ZHENGRUQIANWENWOSUOTIDAODE,QISHIRENMENDUIYUMAJIANGYINGGAIRUHEKEXUEFANGSHOUDEYANJIUYECAIGANGGANGKAISHI,XIANGYAOFENXIYIGEDAGUOSANTONGHEBATONGDERENZHENZHENGXUYAODESHIJITONG,XUYAODALIANGDEPAIPUZUOWEIYANGBENJINXINGYANJIU。ZHEIBUFENYANJIUXIANZAIHAIYAODENGDAIDIANNAOQUWANCHENG,WEILAIDEMAJIANG AI ZAIZHEIFANGMIANYAOBIRENLEIZUODEGENGHAOKEYISHUOSHIBIRANDE。

                                DUIDALIANGPAIPUSUOZUODECHUPAIMOSHIYANJIUHAIKEFANGUOLAIYINGYONGYUPAIXIAOLVSUANFADEGAIJINZHONG。BIRUZAOXUNDAGUOBAWANDERENSHOUPAIZHONGYOUJIUWANDEGAILVJIAOXIAO,NEIMEPAIQIANGZHONGSHENGYUJIUWANDEGAILVJIUYOUSUOSHANGSHENG,PAIXIAOLVZHONGLIYONGJIUWANDELUJINGDEGAILVJIUKEYIZUOCHUXIANGYINGDEXIUZHENG。

                                5. ZHUANGKUANGPANDUAN

                                ZHUANGKUANGPANDUANZHIDESHIMAJIANGDE「DAJUGUAN」,RUWEILEZHENGQUDIYIMINGHUOZHEWEILEGUIBIDISIMINGERCAIQUBUTONGDECELVE。ZHUANGKUANGPANDUANQISHIJIUSHIDUIDEFENQIWANGZUOJINYIBUDEXIUZHENG。BIRUMOUZHUANGKUANGXIAWOBIXUZIMO 13 FANPAICAINENGNIZHUAN,NEIMEZUIZHONGJIEGUOSHI 13 FANYIXIADEPAIDEDEFENQIWANGKEYIJINYIBUJIANGDI,ER 13 FANJIYISHANGDEPAIDEDEFENQIWANGZEKEYITIGAO。

                                卡卡棋牌app下载ZONGZHI,MAJIANGDEFUZADUJIAODI,SUANFASHANGKEYIYONGSOUSUOSHUQIONGJUFAYIJIDALIANGPAIPUDEZIWOXUEXILAIJIEJUE,ZHIYAOYOUDALIANGPAIPUZILIAO,YOURENKENHUASHIJIAN,YOURENYUANYICHUZI,KAIFAYIGENENGSHENGGUORENLEIDEMAJIANG AI,FEICHANGRONGYI。

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