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Homepage › Computers › Intelligence (AI) & Semantics › Utilizing Problem Structure in Planning: A Local Search Approach »

Also listed in: Computers › Expert Systems, Computers › Computer Science.

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Utilizing Problem Structure in Planning: A Local Search Approach

By Hoffmann Jvrg, Hoffmann Jorg, Hoffmann Jarg

Description

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.Detailed info »« Brief info

Additional Information

Publisher:	Springer
Publication Date:	1/31/2004
ISBN:	9783540202592
Ean:	3540202595
Paperback:	251 pages
Language:	English
Physical Info:	6.14 x 0.57 x 9.21 inches, (0.85 lbs)
Categories:	Intelligence (AI) & Semantics \| Expert Systems \| Computer Science
Dewey:	006.333
LCCN:	2003065658

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