Malik Ghallab

Automated Planning and Acting (eBook, PDF)

• Format: PDF

Produktbeschreibung

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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Produktdetails

• Verlag: Cambridge University Press
• Erscheinungstermin: 9. August 2016
• Englisch
• ISBN-13: 9781316722954
• Artikelnr.: 52992967

Autorenporträt

Malik Ghallab is a Research Director at the Centre National de la Recherche Scientifique (CNRS), Paris. For most of his career he has been with LAAS-CNRS, University of Toulouse. His research activity is mainly focused on planning, acting and learning in robotics and AI. He has co-authored several books and more than two hundred scientific publications. He has been head of a French research program in Robotics, director of LAAS-CNRS and CEO for Research and Technology of INRIA. He is a Fellow of the European Coordinating Committee for Artificial Intelligence.

Inhaltsangabe

1. Introduction
2. Deliberation with deterministic models
3. Deliberation with refinement methods
4. Deliberation with temporal models
5. Deliberation with nondeterministic models
6. Deliberation with probabilistic models
7. Other deliberation functions
8. Concluding remarks.