佃棣娆℃璐ヤ汉绫诲存崇浠涔锛

浠20涓绾90骞翠唬寮濮锛璁＄哄凡杩缁ㄥ介璞℃璺虫佃绛娓告腑璐ヤ汉绫汇浣涓绉娓告涓涓浜虹被渚ц杩哄ｅ氨存杩椤瑰锋2500澶骞村妫娓告甯稿锛娓告瑰ㄩ插借茬妫瀛翠敖藉哄ユ瀵规癸杩瀵逛绠烘ヨ寰炬浣汉绫诲ㄥ存棰朵唬璨浼煎凡缁璋锋DeepMind绌朵汉杩ュ绉颁浠轰绉澶浜哄伐鸿界搴浜娣卞害绁缁缁绱㈡ㄥ涓棣娆℃璐ヤ浜虹被存

骞村锛DeepMind㈤ㄤ鸡璇蜂娆ф床存妯楹句浠绋搴AlphaGo瀵瑰姣璧涓杩琛锛灏板涓浼ㄥ猴浠浠19涔19缃兼涓杩琛姣璧 AlphaGoㄤCrazyStoneZen绛楂绔存绋搴495哄娴璇涓杈浜涓恒浣涓朵璁＄烘璧告锛涓汉绫婚瀵瑰村锋э姣绔涓磋涓绛光浠浠澶骞寸姣璧缁锛瀵逛绛瑰寮规绉磋姝わAlphaGo浠5:0昏触浜虹被纭寰浜涓璧枫

璁稿浜烘鹃瑷锛璁＄鸿ユ虫璐ヤ汉绫诲存冲杩瑕10骞存堕淬浜椹杞欢宸ョ甯David FotlandAlphaGo昏触浜虹被烘杩浜骞存ワ璁＄烘ц界椋璺轰锛涓┖浠涔惧轰绉璁＄哄存绋搴浣浠骞舵病涓娆AlphaGo绌跺伐浣瀵逛AlphaGo锛David Fotland骞舵病璁躲

瑕充瑙DeepMind绌朵汉濡浣鸿椤逛护浜洪僵绋搴浠蹇椤绘颁濂藉存瀵逛绠烘ヨ涓轰涔杩涔 (濡浣骞朵浜瑙ｅ存瑙宸э涓灏缁浣甯ユ扮瑙ｉ)绗锛存扮界璧版缁ㄧ绌朵汉璇ヨ锛灏辨存涓戒缃伴瀹瀹涓瀛扮瑕澶DeepMind卞濮浜Demis Hassabis椤圭绌跺璧蜂汉涔涓锛浠灏存璞℃浜姣杈锛ㄨ薄妫涓骞冲20绉界璧版锛惰ㄥ存涓姣界璧版存灏杩200绉锛存村浜灏杩9杩崇濡涓璁＄烘宠绌跺存涓界璧版缁锛瑕瓒寮哄ぇ璁＄藉锛炬绉瀛宠寰瀹杩椤瑰伐浣涔界

JonathanSchaeffer垮ぇ垮浼澶у涓璁＄虹瀛锛浠瑙ｉ璇达璁＄哄炬存涓涓存瑕澶чヨ锛瑕稿浠ュ姣璧缁瀵逛薄妫锛浣杈ュ淇℃氨浠ヨ繁寤虹涓涓己澶х娓告搴浣ㄥ存涓存娉般杩涓猴ㄨ薄妫涓璁＄哄浠ユх搴腑棰缂瑙璧版锛浣ㄥ存涓娇ㄨ绉绛ユ琛涓哄存姣姝ヨ蛋妫灞煎稿崇锛涓绯诲浠ユ绔寰昏瑙

DeepMind㈤寮绯荤瑙ｅ充绱㈤法澶уヨㄣ躲蹇涓磋叮娣卞绱㈢浠ヤ圭绌舵ュ瀹http://www.nature.com/nature/journal/v518/n7540/full/nature14236.html锛锛浠浠〃杩灏绱㈡娣卞害瀛锛浠浜杩浜伴俱

涓轰瑙ｅ崇ヨ锛浠浠╃ㄦ璋娣卞害绁缁缁涓や釜13灞娣辩昏崇郴缃缁锛涓涓涓癸绫讳技浜汉绫诲ぇ涓绁缁绌朵汉杩涓ょ规ヨ缁杩浜崇郴缃缁锛瀵逛涓崇郴缃缁锛浠浠璁＄哄绀轰浜虹被楂瀵瑰充腑瓒杩3000涓绉璧版锛杩浠ヤ娇绯荤瀛版浣崇瀹舵浣锛锛瀵逛袱涓崇郴缃缁锛绌朵汉璁╄绠哄繁杩琛涓娆″寮锛杩凤瀹灏辫藉扮绛ワ骞朵繁瀛杩椤规父杩涓ょ璁绛ヤ娇璁＄哄ㄦ父腑浠ヨ妯″骞堕村哄浣璧版戒互澶х轰

瀵逛绱㈤锛绌朵汉寮浜涓绉规绱㈡绉颁负Monte Carlo Tree绱杩绉规宸茬ㄥソ澶骞翠锛骞朵琚ㄤ朵璁＄烘父川涓娇绯荤╃ㄧ璁℃版涓烘峰ュ冲浣崇璧版锛涓规瀹璧版璁＄烘绉界缁锛ㄥ存涓濡杩凤璁＄轰姘歌璁＄涓锛

DeepMind㈤浣跨ㄧ绱㈡娣卞害瀛宸ュ峰苟涓板璁稿璁＄哄存绋搴凡缁ㄧMonte Carlo Tree绱绁缁缁宸茶浣跨ㄣ浣浣DeepMind㈤AlphaGo绋搴姝ゅ杩抽ㄤ浜宸ュ疯缁颁璧风瑰涓娣卞害绁缁缁楂ц姐涓昏板涔澶ㄤ浠浣灏杩浜涓绱缁颁璧封ㄨ归浠浠娉寰版с璺浜轰滑浠ュ娉告锛杩绉规寸锛村ㄩ涓翠锛杩涓法澶х椋璺涔姝ｆ姝わㄤ楹剧姣璧涓AlphaGo寰浜寰澶х浼库璁＄5:0

灏界涓浜洪藉冲璁＄烘璐ヤ汉绫诲存锛涓轰浠苟娌℃娲瀵拌涓杩姝ュㄥ朵棰涔寰瑕绌朵汉чㄦ规寤虹浜璇ョ郴缁锛涓浠ㄤ存浠浠绠缁灏杩浜ㄥ伴瑕瀹涓璇ラ」涓汉Hassabis璇达浠涓澶╁浠浠ュ敖甯╀汉浠В充浜绀句涓伴俱绱ц揩锛浠寤烘ā板剧 Yoshua Bengio璇磋绋搴ㄧ佃瀵硅涓戒瑕搴涓ㄥュ杩界ㄦヨВ充浜借薄绀句锛杩浜浠ラ杩娓告瑰ヨ〃杩帮藉挎不介姘

浣AlphaGo褰′ユ浣璐ュㄧ浼绉存筹浠浠寸姣璧灏浜涓ㄩ╁介灏涓捐灏界AlphaGoㄤ楹剧瀵瑰充腑琛ㄧ轰锛浣SchaefferFotland浠ц涓烘冲浼璧㈠姣璧瑙寰浜虹被涓浼猴 Fotland璇达浣㈠濡姝ゅ己澶х存绋搴镐俊浜虹被楂浼澶у涓扮ㄤ负姝渚ф涓ㄥ浜哄淇′汉绫婚浼璧㈠杩烘璧39ラ箍姝昏锛璁╂浠互寰э