ENGLISH

Artificial intelligence foundations of computational agents

By David L , Mackworth , Alan K.;Poole

Book information

Publisher
Cambridge Univ. Press
Year
2011
ISBN
9780521519007, 9780511730924, 0511730926, 0521519004
Language
english
Format
PDF
Filesize
4 MB (4468145 bytes)
Edition
Reprinted
Pages
XVII, 662 Seiten Diagramme 26 cm\682
Time added
2020-07-26 19:24:52
Lehrbuch;Artificial intelligence;Artificial intell

Description

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.

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