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Artificial intelligence foundations of computational agents

Author: David L Poole; Alan K Mackworth
Publisher: Cambridge Cambridge Univ. Press 2011
Edition/Format:   Print book : English : ReprintedView all editions and formats
Summary:

This textbook for advanced undergraduate and first-year graduate students presents artificial intelligence (AI) using a coherent framework to study the design of intelligent computational agents. It  Read more...

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Genre/Form: Textbooks
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: David L Poole; Alan K Mackworth
ISBN: 9780521519007 0521519004 9780511730924 0511730926
OCLC Number: 934712878
Notes: Literaturverz. S. 637 - 652
Description: XVII, 662 Seiten Diagramme 26 cm
Contents: Machine generated contents note: Part I. Agents in the World: What Are Agents and How Can They Be Built?: 1. Artificial intelligence and agents; 2. Agent architectures and hierarchical control; Part II. Representing and Reasoning: 3. States and searching; 4. Features and constraints; 5. Propositions and inference; 6. Reasoning under uncertainty; Part III. Learning and Planning: 7. Learning: overview and supervised learning; 8. Planning with certainty; 9. Planning under uncertainty; 10. Multiagent systems; 11. Beyond supervised learning; Part IV. Reasoning about Individuals and Relations: 12. Individuals and relations; 13. Ontologies and knowledge-based systems; 14. Relational planning, learning and probabilistic reasoning; Part V. The Big Picture: 15. Retrospect and prospect; Appendix A. Mathematical preliminaries and notation.
Responsibility: David L. Poole; Alan K. Mackworth
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'This book, by two of the foremost researchers in Artificial Intelligence, marks the transition of the field from a miscellaneous assortment of unrelated techniques to a genuine scientific Read more...

 
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