Understanding planning tasks : domain complexity and heuristic decomposition /

Understanding planning tasks : domain complexity and heuristic decomposition /

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Bibliographic Details
Author / Creator:Helmert, Malte.
Edition:1st ed.
Imprint:Berlin ; New York : Springer, ©2008.
Description:1 online resource (xiv, 270 pages) : illustrations.
Language:English
Series:LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in computer science, 0302-9743 ; 4929. Lecture notes in artificial intelligence
LNCS sublibrary. SL 7, Artificial intelligence.
Lecture notes in computer science ; 4929.
Lecture notes in computer science. Lecture notes in artificial intelligence.
Subject:
Artificial intelligence.
Planning -- Mathematical models.
Problem solving -- Mathematical models.
Computer algorithms.
Heuristic programming.
Artificial intelligence.
Computer algorithms.
Heuristic programming.
Planning -- Mathematical models.
Problem solving -- Mathematical models.
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/11066796
Hidden Bibliographic Details
Other uniform titles:Helmert, Malte. Solving planning tasks in theory and practice.
ISBN:9783540777229
3540777229
9783540777236
3540777237
Notes:Includes bibliographical references and index.
Summary: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.
Other form:Print version: Helmert, Malte. Understanding planning tasks. 1st ed. Berlin ; New York : Springer, ©2008 9783540777229 3540777229
Standard no.:10.1007/978-3-540-77723-6

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