ylfink@water.waterloo.edu (ylfink) (12/13/88)
DEPARTMENT OF COMPUTER SCIENCE UNIVERSITY OF WATERLOO SEMINAR ACTIVITIES ARTIFICIAL INTELLIGENCE SEMINAR - Wednesday, December 14, 1988 Mr. Scott D. Goodwin, Department of Computing Science, University of Alberta, will speak on ``Temporal Reasoning: What's the Problem Anyway?''. TIME: 1:30 PM ROOM: DC 1304 ABSTRACT Much interest has been focused on nonmonotonic reasoning in temporal domains since Hanks and McDermott discovered that intuitive temporal representations give rise to the multiple extension problem. In this talk, nonmonotonic reasoning in temporal domains is considered from the perspective of the Theorist hypothetical reasoning framework. Theorist was originally developed at the University of Waterloo and now several researchers across Canada are actively investigating its foundations and applicability. The first part of the talk will describe the Theorist framework. We then show how Theorist can be used to represent temporal domains (in the case of discrete time). We discuss the multiple extension problem and how it arises in Theorist. One attempt to overcome this problem, a theory preference scheme called the chronological maximization of persistence (CMP), will be examined. We show why this scheme is only applicable under certain circumstances. The final part of the talk is more speculative. It describes a more robust approach to the multiple extension problem currently under investigation. This approach adopts the view that in many cases multiple extensions arise because of failure to take into account what the probabilists call conditioning information. Finally we describe how some of the problems for which CMP is not applicable can be addressed using a theory preference criterion based on Markov's principle.