醫學資訊專題演講[1] (105/10/06)

專題演講, 最新消息

◎演講題目:『AlphaGo 技術解析與影響』
◎演講貴賓:東華大學資工系 顏士淨 教授
◎演講日期:民國 105/10/6 星期四
◎演講時間:13:30-15:20
◎演講地點:福田樓 H604

◎Topic :Seminar10-06
◎Speaker :Shi-Jim Yen
◎Date :2016-10-06 (Thu.)
◎Time :PM 1:30-3:20
◎Location:Room H604, Fu-Tien Building
◎Abstract:

Google DeepMind的AlphaGo在今年三月擊敗南韓棋王李世乭九段,震撼了全世界,可說是人工智慧一個里程碑。AlphaGo主要是以深度學習(Deep Learning)與蒙地卡羅樹搜尋(Monte Carlo Tree Search,MCTS)的技術來開發,並以強化式學習(Reinforcement Learning)的方式提高棋力。Google DeepMind以充沛的計算資源與大量的資訊人才,在今年3月完成此一壯舉,不但影響了圍棋的發展,也讓很多人開始思考人工智慧對人類未來的影響。本次演講將先介紹AlphaGo所使用的技術,然後討論此技術的其他應用,最後再討論AlphaGo對人類社會的影響。

Bio:
Shi-Jim Yen received his B.S. in Computer Science and Information Engineering from Tamkang University, M.S. in Electrical Engineering from National Central University, and Ph.D. degree in Computer Science and Information Engineering from National Taiwan University, in 1991, 1993 and 1999, respectively. He is currently a Professor in the Department of Computer Science and Information Engineering at the National Dong Hwa University, Hualien, Taiwan. He has specialized in artificial intelligence and computer games. In these areas, he has published over 100 papers in international journals or conference proceedings. He is a 6-dan Go player. He is an IEEE Senior Member. He served as a Program Chair of the 2015 IEEE Conference on Computational Intelligence and Games, and a Workshop Chair of 2010-2013 Conference on Technologies and Applications of Artificial Intelligence. He served as a Workshop Cochair of 2011 IEEE International Conference on Fuzzy Systems. He is the Chair of the IEEE Computational Intelligence Society (CIS) Emergent Technologies Technical Committee (ETTC) Task Force on Emerging Technologies for Computer Go since 2009. His team develops many strong board game programs including Go, Chinese chess, Dark chess, Connest6, and many puzzle games. These programs won the gold and other medals many times in Computer Olympiad, TAAI tournaments and TCGA tournaments since 2001. He got the Excellent Junior Researcher Project Award from Taiwan National Science Council in 2012 and 2013.

國立東華大學資訊工程系(所)教授
台灣大學資訊工程博士
領域:人工智慧, 電腦對局, 機器學習, 深度學習