Ebook: Artificial intelligence foundations of computational agents
Author: Mackworth Alan K., Poole David L
- Tags: Lehrbuch, Artificial intelligence, Artificial intelligence--Textbooks, Computational intelligence, Computational intelligence--Textbooks, Künstliche Intelligenz, Textbooks, Computational intelligence -- Textbooks, Artificial intelligence -- Textbooks, Künstliche Intelligenz
- Year: 2011
- Publisher: Cambridge Univ. Press
- City: Cambridge
- Edition: Reprinted
- Language: English
- pdf
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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