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成电学术讲坛(2019年105期):When AI Meets Game Theory


浏览: 发布时间:2019-12-18 16:04:42 作者: 来源:万象城娱乐

    本次高水平学术交流活动由发展规划与学科建设处邀请南洋理工大学的安波副教授,与我校师生共同探讨AI与博弈论。具体安排如下,欢迎感兴趣的师生参加。

  一、主 题:When AI Meets Game Theory

  二、主讲人:新加坡南洋理工大学 安波 (Dr. Bo An) 副教授

  三、时 间:20191224日(周二)15:30-17:00

  四、地 点:清水河校区研究院大楼202

  五、主持人:万象城娱乐 赖俊宇 副教授

  六、内容简介:

   AI 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 many domains such as security, sustainability, ad-word auction, and e-commerce. For some complex domains with strategic interaction, reinforcement learning is also used to learn an efficient policy. This talk will discuss key techniques behind these success and their applications in domains including games, security, e-commerce, urban planning.

  七、主讲人简介:

Bo An is the President’s Council Chair Associate Professor in Computer Science and Engineering, Nanyang Technological University. He received the Ph.D degree in Computer Science from the University of Massachusetts, Amherst. His current research interests include artificial intelligence, multiagent systems, computational game theory, reinforcement learning,  and optimization. His research results have been successfully applied to many domains including infrastructure security and e-commerce. He has published over 100 referred papers at AAMAS, IJCAI, AAAI, ICAPS, KDD, WWW, JAAMAS, NeurIPS, AIJ and ACM/IEEE Transactions. Dr. An was the recipient of the 2010 IFAAMAS Victor Lesser Distinguished Dissertation Award, an Operational Excellence Award from the Commander, First Coast Guard District of the United States, the 2012 INFORMS Daniel H. Wagner Prize for Excellence in Operations Research Practice, and 2018 Nanyang Research Award (Young Investigator).  His publications won the Best Innovative Application Paper Award at AAMAS’12 and the Innovative Application Award at IAAI’16. He was invited to give Early Career Spotlight talk at IJCAI’17. He led the team HogRider which won the 2017 Microsoft Collaborative AI Challenge. He was named to IEEE Intelligent Systems' "AI's 10 to Watch" list for 2018. He was invited to be an Advisory Committee member of IJCAI’18.  He is PC Co-Chair of AAMAS’20. He is a member of the editorial board of JAIR and the Associate Editor of JAAMAS, IEEE Intelligent Systems, and ACM TIST. He was elected to the board of directors of IFAAMAS and senior member of AAAI. 

  八、主办单位:发展规划与学科建设处

     承办单位:万象城娱乐


 


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