计算机科学讲座

当人工智能遇见博弈论

主讲人 : 安波，副教授，南洋理工大学

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 p s in this game. Libratus’s success is purely  d 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. 

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主讲人简介：

安波是新加坡南洋理工大学计算机科学与工程学院的副教授，在重庆大学获得计算机科学本科和硕士学位，于2011年在美国麻省大学Amherst分校获计算机科学博士学位。主要研究领域包括人工智能、多智能体系统、博弈论、及优化。有70余篇论文发表在人工智能领域的国际顶级会议AAMAS、IJCAI、AAAI、ICAPS、KDD以及著名学术期刊JAAMAS、AIJ、ACM/IEEE Transactions。曾获2010年国际智能体及多智能体系统协会(IFAAMAS)杰出博士论文奖、 2011年美国海岸警卫队的卓越运营奖、 2012年国际智能体及多智能体系统年会(AAMAS)最佳应用论文奖、2016年人工智能创新应用会议(IAAI)创新应用论文奖，以及2012年美国运筹学和管理学研究协会(INFORMS)Daniel H. Wagner杰出运筹学应用奖等荣誉。受邀在2017年国际人工智能联合会议(IJCAI)上做Early Career Spotlight talk。 获得2017年微软合作AI挑战赛的冠军。入选2018年度IEEE Intelligent Systems的“人工智能10大新星”(AI’s 10 to Watch)。他是Journal of Artificial Intelligence Research (JAIR)编委会成员以及Journal of Autonomous Agents and Multi-agent Systems (JAAMAS)的副主编。受邀担任IJCAI’18顾问委员会成员。当选为国际智能体及多智能体系统协会理事会成员。