Utilizing Problem Structure in Planning: A Local Search Approach (Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence) (Lecture Notes in Computer Science, 2854, Band 2854) - Softcover

Hoffmann, Jorg

 
9783540202592: Utilizing Problem Structure in Planning: A Local Search Approach (Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence) (Lecture Notes in Computer Science, 2854, Band 2854)
Softcover
ISBN 10: 3540202595 ISBN 13: 9783540202592
Verlag: Springer, 2004

Inhaltsangabe

Planning is a crucial skill for any autonomous agent, be it a physically embedded agent, such as a robot, or a purely simulated software agent. For this reason, planning, as a central research area of artificial intelligence from its beginnings, has gained even more attention and importance recently. After giving a general introduction to AI planning, the book describes and carefully evaluates the algorithmic techniques used in fast-forward planning systems (FF), demonstrating their excellent performance in many wellknown benchmark domains. In advance, an original and detailed investigation identifies the main patterns of structure which cause the performance of FF, categorizing planning domains in a taxonomy of different classes with respect to their aptitude for being solved by heuristic approaches, such as FF. As shown, the majority of the planning benchmark domains lie in classes which are easy to solve.

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Verlag
Springer
Erscheinungsdatum
2004
Sprache
Englisch
ISBN 10 
3540202595
ISBN 13 
9783540202592
Einband
Taschenbuch
Anzahl der Seiten
272
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