DEFILIPPO@C.CS.CMU.EDU.UUCP (09/10/86)
CMU PHILOSOPHY COLLOQUIUM JON DOYLE RATIONAL CONSERVATISM AND THE WILL TO BELIEVE DATE: MONDAY SEPTEMBER 15 TIME: 4:OO P.M. PLACE: PORTER HALL, RM 223d * Much of the reasoning automated in artificial intelligence is either mindless deductive inference or is intentionally non-deductive. The common explanations of these techniques, when given, are not very satisfactory, for the real explanations involve the notion of bounded rationality, while over time the notion of rationality has been largely dropped from the vocabulary of artificial intelligence. We present the notion of rational self-government, in which the agent rationally guides its own limited reasoning to whatever degree is possible, via the examples of rational conservatism and rationally adopted assumptions. These ideas offer improvements on the practice of mindless deductive inference and explantions of some of the usual non-deductive inferences. -------