Knowledge Representation in Decision Making
时间:2019年7月17日 下午 14:30-16:00
地点:浙江大学紫金港校区行政楼1004会议室
主讲人:Assistant professor Sudeep Bhatia, University of Pennsylvania
主持人:汪蕾 教授,yl23411永利
摘要:
I discuss how insights from machine learning and data science can be used to build models of decision making with human-like knowledge representations. In addition to specifying the cognitive mechanisms people use to form beliefs and preferences, these models also represent the information on which these mechanisms operate. Subsequently, they are able to deliberate over and respond to a large variety of naturalistic decision problems, and moreover, mimic human responses to these problems. These models shed light on the processes at play in everyday decision making, and illustrate a novel approach to studying behavior.
主讲人简介:
Sudeep Bhatia is an assistant professor at the Wharton School and the Department of Psychology, University of Pennsylvania. He holds a PhD in Behavioral Decision Research from Carnegie Mellon University. He worked in the Behavioral Science Group at the University of Warwick before he moved to University of Pennsylvania. His research interest is to use behavioral experiments and computational modeling to study how people think, judge, and decide. His research was published in top academic journals such as Management Science, and Psychological Review.
浙江大学神经管理学实验室,yl23411永利数据科学与管理工程学系,yl23411永利“脑与管理决策”特色创新团队,浙江大学双脑计划之“神经管理学”交叉创新团队联合主办 欢迎广大师生前来参加!