Plan Abstraction with Change of Representation Language

• Abstraction is one of the most promising approaches to improve the performance of problem solvers. Abstraction by dropping sentences of a domain description - as used in most hierarchical planners - is known to be very representation dependent. To overcome these drawbacks, we propose a more general view of abstraction involving the change of representation language. We have developed a new abstraction methodology and a related sound and complete learning algorithm that allows the complete change of representation language of planning cases from concrete to abstract.

Author: Ralph Bergmann urn:nbn:de:hbz:386-kluedo-1703 Preprint English 1999 1999 Technische Universität Kaiserslautern 2000/04/03 Abstraction; Knowledge Acquisition ; case-based problem solving Fachbereich Informatik 0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik Standard gemäß KLUEDO-Leitlinien vor dem 27.05.2011

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