Automated Planning and Acting
eBook - PDF

Automated Planning and Acting

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

Automated Planning and Acting

About this book

Autonomous AI systems need complex computational techniques for planning and performing actions. Planning and acting require significant deliberation because an intelligent system must coordinate and integrate these activities in order to act effectively in the real world. This book presents a comprehensive paradigm of planning and acting using the most recent and advanced automated-planning techniques. It explains the computational deliberation capabilities that allow an actor, whether physical or virtual, to reason about its actions, choose them, organize them purposefully, and act deliberately to achieve an objective. Useful for students, practitioners, and researchers, this book covers state-of-the-art planning techniques, acting techniques, and their integration which will allow readers to design intelligent systems that are able to act effectively in the real world.

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Yes, you can access Automated Planning and Acting by Malik Ghallab,Dana Nau,Paolo Traverso in PDF and/or ePUB format, as well as other popular books in Computer Science & Natural Language Processing. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Half title
  3. Title
  4. Copyright
  5. Dedication
  6. Contents
  7. List of Algorithms
  8. Table of Notation
  9. Foreword
  10. Preface
  11. 1 Introduction
  12. 2 Deliberation with Deterministic Models
  13. 3 Deliberation with Refinement Methods
  14. 4 Deliberation with Temporal Models
  15. 5 Deliberation with Nondeterministic Models
  16. 6 Deliberation with Probabilistic Models
  17. 7 Other Deliberation Functions
  18. 8 Concluding Remarks
  19. Appendix A Search Algorithms
  20. Appendix B Strongly Connected Components of a Graph
  21. Bibliography
  22. Index