Accession Number : ADA186647
Title : Deriving Descriptions of the Mind.
Descriptive Note : Technical rept. 15 Jun 86-31 Oct 87,
Corporate Author : CARNEGIE-MELLON UNIV PITTSBURGH PA DEPT OF PSYCHOLOGY
Personal Author(s) : Garlick, Steve ; VanLehn, Kurt
PDF Url : ADA186647
Report Date : 07 Jul 1987
Pagination or Media Count : 61
Abstract : Cirrus is a tool for protocol analysis. Given an encoded protocol of a subject solving problems, it constructs a model that will produce the same protocol as the subject when it is applied to the same problems. In order to parameterize Cirrus for a task domain, the user must supply it with a problem space: a vocabulary of attributes and values for describing spaces, a set of primitive operators, and a set of macro-operators. Cirrus' model of the subject is a hierarchical plan that is designed to be executed by an agenda-based plan follower. In this paper, the philosophical and mathematical foundations of Cirrus are explored. Keywords: Cognitive psychology, Machine learning, Procedure induction, Computer programs.
Descriptors : *CIRRUS CLOUDS, *COGNITION, *PROBLEM SOLVING, *ARTIFICIAL INTELLIGENCE, COMPUTER PROGRAMS, INDUCTION SYSTEMS, LEARNING MACHINES, MATHEMATICS, MODELS, PERCEPTION(PSYCHOLOGY), PLANNING, VOCABULARY, SERIAL PROCESSORS, DECISION THEORY, JOBS, DECOMPOSITION
Subject Categories : Cybernetics
Distribution Statement : APPROVED FOR PUBLIC RELEASE