Understanding Planning Tasks: Domain Complexity and Heuristic Decomposition (Lecture Notes in Computer Science, 4929) - Softcover
Synopsis
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.
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Understanding Planning Tasks : Domain Complexity and Heuristic Decomposition
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Springer Berlin / Heidelberg, 2008
ISBN 10: 3540777229
ISBN 13: 9783540777229
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Understanding Planning Tasks: Domain Complexity and Heuristic Decomposition (Lecture Notes in Computer Science, 4929)
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Understanding Planning Tasks
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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 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. Not only that, but it also provides an in-depth analysis of so-called routing and transportation problems. 288 pp. Englisch. Seller Inventory # 9783540777229
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Understanding Planning Tasks: Domain Complexity and Heuristic Decomposition
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ISBN 10: 3540777229
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Understanding Planning Tasks
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ISBN 10: 3540777229
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. A major contribution to the subjectFully revised monograph based on an important thesisComplete with online files and updatesThis monograph is a revised version of Malte Helmert s doctoral thesis, Solving Planning Tasks in Theory. Seller Inventory # 4900786
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