瑗垮??澶у?璁′俊?㈠??娌垮????ュ??
Southwest University IT Faculty Seminar
?ュ??棰????褰?浜哄伐?鸿?介??瑙???寮?璁?br> 涓?nbsp; 璁?nbsp; 浜猴?瀹?娉㈠?????? ?板???″??娲???宸ュぇ瀛﹁?绠??虹?瀛︿?宸ョ?瀛﹂??br> ??nbsp; ?达?2018骞?2??16?ヤ???15:00-16:30
??nbsp; ?癸?25-0114
??瀹规??瑕?锛?
浜哄伐?鸿?芥??ㄦ?瑰??涓???!2017骞???锛?CMU??Libratus 绯荤??昏触浜?????top-10 涓???涓?涓???涓?瀹朵滑缁??????㈤??锛?杩???汉宸ユ?鸿?界?涓?娆″?ㄨ?涓?父??涓???璐ラ《绾т汉绫荤?╁???Libratus??????绾?补?轰?瑙ｅ?冲ぇ??娓告????绠?娉???涓?娣卞害瀛︿????筹??ㄨ??荤????骞撮??锛?瑙ｅ?冲ぇ??娓告????绠?娉?涔?琚???ㄤ?璁稿???瑕?棰?????瀹??ㄨ?婧?璋?搴︼??????哄?恒?????︾┖璀︽???°??娴峰哺璀﹀???????????ㄧ?╀??ょ?缁?????寮?璁轰?琚???ㄤ??朵?璁稿?浜哄伐?鸿?介???锛?濡?????缁??с??骞垮??瀛????????靛????°?????搴у?璁ㄨ?杩?浜????????????抽?????????跺?ㄥ?朵?棰?????娼??ㄥ??ㄣ??
Abstract:
Artificial Intelligence is changing the world now! In January 2017 CMU??s Libratus system beat a team of four top-10 headsup no-limit specialist professionals, which was the first time an AI had beaten top human players in this game. Libratus??s success is purely based on algorithms for solving large scale games and has nothing to do with deep learning! Over the last few years, algorithms for solving large scale games have also been applied to scheduling security resources in many significant domains including airports, federal air marshals service, coast guard, and wildlife conservation organizations. Game theory has also been applied in many other AI problems such as sustainability, ad-word auction, and e-commerce. This talk will discuss key techniques behind these success and their potential applications in other domains.
?ュ??浜轰俊???
瀹?娉㈡???板???″??娲???宸ュぇ瀛﹁?绠??虹?瀛︿?宸ョ?瀛﹂?㈢????????锛?浜?2011骞村?ㄧ??介夯??澶у?Amherst???¤?疯?绠??虹?瀛﹀??澹??浣???涓昏???绌堕???????汉宸ユ?鸿?姐??澶??鸿?戒?绯荤?????寮?璁恒??寮哄??瀛︿?????浼???????90浣?绡?璁烘????琛ㄥ?ㄤ汉宸ユ?鸿?介??????介??椤剁骇浼?璁?AMAS??IJCAI??AAAI??ICAPS??KDD浠ュ??????瀛︽??????JAAMAS??AIJ??ACM/IEEE Transactions???捐??010骞村?介???鸿?戒???澶??鸿?戒?绯荤???浼?(IFAAMAS)?板?哄??澹????濂??? 2011骞寸??芥捣宀歌?????????瓒?杩??ュ??? 2012骞村?介???鸿?戒???澶??鸿?戒?绯荤?骞翠?(AAMAS)??浣冲??ㄨ???濂???2016骞翠汉宸ユ?鸿?藉???板??ㄤ?璁?IAAI)???板??ㄨ???濂?锛?2012骞寸??借?绛瑰???绠＄??瀛︾??绌跺??浼?(INFORMS)Daniel H. Wagner?板?鸿?绛瑰?搴??ㄥ?锛?浠ュ??2018骞村??娲???骞寸??绌跺?绛??ｈ?????????017骞村?介??浜哄伐?鸿?借????浼?璁?IJCAI)涓???Early Career Spotlight talk?? ?峰?2017骞村井杞???浣?AI????璧??????????ラ??2018骞村害IEEE Intelligent Systems????浜哄伐?鸿??0澶ф?版????(AI??s 10 to Watch)??浠???ournal of Artificial Intelligence Research (JAIR)缂?濮?浼?????浠ュ??Journal of Autonomous Agents and Multi-agent Systems (JAAMAS)??IEEE Intelligent Systems????富缂?????????浠?JCAI??18椤鹃?????浼???????褰???涓哄?介???鸿?戒???澶??鸿?戒?绯荤???浼???浜?浼???????