๐”– Bobbio Scriptorium
โœฆ   LIBER   โœฆ

Knowledge Level Learning in a Problem Solver

โœ Scribed by Seiichiro Sakurai; Masamichi Shimura

Publisher
John Wiley and Sons
Year
1990
Tongue
English
Weight
473 KB
Volume
21
Category
Article
ISSN
0882-1666

No coin nor oath required. For personal study only.

โœฆ Synopsis

Abstract

This paper describes a new knowledge level learning method for a problem solver. Because it is not practical to initialize a problem solver with a very large knowledge base to cope with a large variety of problems, the machine must have the capability of acquiring knowledge through solving problem in an incremental fashion. New knowledge is acquired during dialog with an instructor in problem solving operations. The accumulation of experience in problem solving enables the generalization of rules and knowledge for multiple problems. Because each new rule is formulated after solving some problem and then verified by the instructor the knowledge base will be more robust. In addition, errors in the knowledge base can be corrected by the instructor during the dialog.

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