Practical Planning
eBook - PDF

Practical Planning

Extending the Classical AI Planning Paradigm

  1. 221 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Practical Planning

Extending the Classical AI Planning Paradigm

About this book

Planning, or reasoning about actions, is a fundamental element of intelligent behavior--and one that artificial intelligence has found very difficult to implement. The most well-understood approach to building planning systems has been under refinement since the late 1960s and has now reached a level of maturity where there are good prospects for building working planners. Practical Planning is an in-depth examination of this classical planning paradigm through an intensive case study of SIPE, a significantly implemented planning system. The author, the developer of SIPE, defines the planning problem in general, explains why reasoning about actions is so complex, and describes all parts of the SIPE system and the algorithms needed to achieve efficiency. Details are discussed in the context of problems and important issues in building a practical planner; discussions of how other systems address these issues are also included. Assuming only a basic background in AI, Practical Planning will be of great interest to professionals interested in incorporating planning capabilities into AI systems.

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Information

Publisher
Morgan Kaufmann
Year
2014
eBook ISBN
9780080514475
Topic
Business
Subtopic
Business Intelligence
Index
Business

Table of contents

  1. Front Cover
  2. Practical Planning: Extending the Classical AI Planning Paradigm
  3. Copyright Page
  4. Table of Contents
  5. Acknowledgments
  6. List of Figures
  7. List of Tables
  8. CHAPTER 1. Reasoning about Actions and Planning
  9. CHAPTER 2. Basic Assumptions and Limitations
  10. CHAPTER 3. SIPE and Its Representations
  11. CHAPTER 4. Hierarchical Planning at Differing Abstraction Levels
  12. CHAPTER 5. Constraints
  13. CHAPTER 6. The Truth Criterion
  14. CHAPTER 7. Deductive Causal Theories
  15. CHAPTER 8. Plan Critics
  16. CHAPTER 9. Resources: Reusable, Consumable, Temporal
  17. CHAPTER 10. Search
  18. CHAPTER 11. Replanning During Execution
  19. CHAPTER 12. Planning and Reactivity
  20. CHAPTER 13. Achieving Heuristic Adequacy
  21. CHAPTER 14. Comparison with Other Systems
  22. Bibliography
  23. Index

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Yes, you can access Practical Planning by David E. Wilkins in PDF and/or ePUB format, as well as other popular books in Business & Business Intelligence. We have over one million books available in our catalogue for you to explore.