Understanding Planning Tasks

Beschreibung

Neuware -Action planning has always played a central role in Artificial Intelligence. Given a description of the current situation, a description of possible actions and a description of the goals to be achieved, the task is to identify a sequence of actions, i.e., a plan that transforms the current situation into one that satisfies the goal description.This monograph is a revised version of Malte Helmert's doctoral thesis, Solving Planning Tasks in Theory and Practice, written under the supervision of Professor Bernhard Nebel as thesis advisor at Albert-Ludwigs-Universität Freiburg, Germany, in 2006. The book contains an exhaustive analysis of the computational complexity of the benchmark problems that have been used in the past decade, namely the standard benchmark domains of the International Planning Competitions (IPC). At the same time, it contributes to the practice of solving planning tasks by presenting a powerful new approach to heuristic planning. The author also provides an in-depth analysis of so-called routing and transportation problems.All in all, this book will contribute significantly to advancing the state of the art in automatic planning.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 288 pp. Englisch.

Bestandsnummer des Verkäufers 9783540777229

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Bibliografische Details

Titel

Understanding Planning Tasks

Verlag

Springer Berlin Heidelberg, Springer Berlin Heidelberg Jan 2008

Erscheinungsjahr

2008

Sprache

Englisch

ISBN-10

3540777229

ISBN-13

9783540777229

Einband

Taschenbuch

Zustand

Neu

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