Name: utilizing problem structure in planning
Price: 112.81 NZD
Availability: InStock
Author: hoffmann
ISBN: 9783540202592

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portada utilizing problem structure in planning

Type

Physical Book

Publisher

Springer

Author

hoffmann

Language

English

Pages

251

ISBN

3540202595

ISBN13

9783540202592

Synopsis "utilizing problem structure in planning"

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.