Structure and Inference in Classical Planning

Language: English

Published by Lulu.Com, 2014

1312466219 / 9781312466210

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - Classical planning is the problem of finding a sequence of actions for achieving a goal from an initial state assuming that actions have deterministic effects. The most effective approach for finding such plans is based on heuristic search guided by heuristics extracted automatically from the problem representation. In this thesis, we introduce alternative approaches for performing inference over the structure of planning problems that do not appeal to heuristic functions, nor to reductions to other formalisms such as SAT or CSP. We show that many of the standard benchmark domains can be solved with almost no search or a polynomially bounded amount of search, once the structure of planning problems is taken into account. In certain cases we can characterize this structure in terms of a novel width parameter for classical planning.

Seller Inventory # 9781312466210

Title
Structure and Inference in Classical Planning
Author
Nir Lipovetzky
Publisher
Lulu.Com
Publication year
2014
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1312466219
ISBN 13
9781312466210
Item weight
361 grams
Dimensions
246x189x10 mm

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

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