Utilizing Problem Structure in Planning

Name: Utilizing Problem Structure in Planning
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783540202592
Price: 19223 HUF
Availability: InStock

A Local Search Approach

Szerző: J. Hoffmann

Nyelv:

Kötés: Puha kötésű

Kiadó: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Elérhetőség: Beszállítói készleten

Küldés 5-8 napon belül

19 223 Ft

Planning is a crucial skill for any autonomous agent, be it a physically embedded agent, such as a r...

Információk a könyvről

Szerző

J. Hoffmann

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2003

oldal

254

EAN

9783540202592

ISBN

3540202595

Enbook ID

01558687

Kiadó

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Súly

850

Méretek

155 x 233 x 15

Teljes leírás

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 mainpatterns 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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Utilizing Problem Structure in Planning

A Local Search Approach

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