Understanding Planning Tasks: Domain Complexity and Heuristic Decomposition (Lecture Notes in Computer Science #4929)
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Understanding Planning Tasks
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.
The book, Understanding Planning Tasks: Domain Complexity and Heuristic Decomposition (Lecture Notes in Computer Science #4929) [Bulk, Wholesale, Quantity] ISBN#9783540777229 in Paperback by Malte Helmert may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.
Details
- Publisher
- Springer Berlin Heidelberg
- Author
- Malte Helmert
- Format
- Paperback
- Published
- Jan 24, 2008
- ISBN-13
- 9783540777229
- Pages
- 270
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Volume pricing applies automatically in your cart. No codes, no account needed.
| Copies | Price per copy | You save |
|---|---|---|
| 25 – 49 | $48.39 | 12% off list |
| 50 – 99 | $47.84 | 13% off list |
| 100+ | $47.29 | 14% off list |
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Understanding Planning Tasks: Domain Complexity and Heuristic Decomposition (Lecture Notes in Computer Science #4929)
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