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Understanding Planning Tasks

  • Kartonierter Einband
  • 270 Seiten
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Leseprobe
Action planning has always played a central role in Artificial Intelligence. Given a description of the current situation, a descr... Weiterlesen
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Beschreibung

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.



A major contribution to the subject

Fully revised monograph based on an important thesis

Complete with online files and updates



Inhalt
Planning Benchmarks.- The Role of Benchmarks.- Defining Planning Domains.- The Benchmark Suite.- Transportation and Route Planning.- IPC Domains: Transportation and Route Planning.- IPC Domains: Others.- Conclusions.- Fast Downward.- Solving Planning Tasks Hierarchically.- Translation.- Knowledge Compilation.- Search.- Experiments.- Discussion.

Produktinformationen

Titel: Understanding Planning Tasks
Untertitel: Domain Complexity and Heuristic Decomposition
Autor:
EAN: 9783540777229
ISBN: 978-3-540-77722-9
Format: Kartonierter Einband
Herausgeber: Springer, Berlin
Genre: Informatik
Anzahl Seiten: 270
Gewicht: 441g
Größe: H15mm x B235mm x T155mm
Jahr: 2008
Untertitel: Englisch
Auflage: 2008

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