The Computational Intelligence of Computer Go

摘要：

Computer Go programs have received some recent attention in AI (Artificial Intelligence) research. One reason is that the Computer Go provides a platform that is both interesting enough to attract people; and complex enough to design the challengeable game AI for successful gameplay. This paper describes AMAF (All-Moves-As-First) algorithm used in the Computer Go. Moreover, we also introduce the improving simulation with domain knowledge. In the end, the experimental result from the Computer Go are presented to demonstrate the effectiveness and efficiency; and the limitation of these methods are discussed, together with possible directions for extending the work towards producing better Computer Go AI.

关键词： Computer Go AI AMAF domain knowledge of Computer Go

作者: Bin Wu

作者单位: School of Software Engineering,Beijing University of Posts and Telecommunications,Beijing, China

会议类型: 国际会议

会议名称: The 2011 International Workshop on Internet of Things Technology and Innovative Application Design(2011年国际物联网技术与创新应用设计研讨会IOT Workshop 2011)

会议地点: 北京

会议语种:英文

页码: 603-605

在线出版日期: 2011-08-24（万方平台首次上网日期，不代表论文的发表时间）