Solution Manual Artificial Intelligence 2nd Edition by David L. Poole

Solution Manual Artificial Intelligence 2nd Edition by David L. Poole

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Solution Manual Artificial Intelligence 2nd Edition by David L. Poole

David L. Poole, Alan K. Mackworth

This textbook offers a comprehensive introduction to artificial intelligence (AI) with a focus on the design and understanding of intelligent computational agents. The second edition includes updates on machine learning and the expansion of non-symbolic AI methods. It is suitable for undergraduate and graduate students in AI and related fields.

ISBN-10: 110719539X
ISBN-13: 9781107195394 (Print)
ISBN-13: 9781108173773 (Digital)

Table of Contents
Part I: Agents in the World
1. Artificial Intelligence and Agents
2. Agent Architectures and Hierarchical Control
Part II: Reasoning, Planning and Learning with Certainty
3. Searching for Solutions
4. Reasoning with Constraints
5. Propositions and Inference
6. Planning with Certainty
7. Supervised Machine Learning
Part III: Reasoning, Learning and Acting with Uncertainty
8. Reasoning with Uncertainty
9. Planning with Uncertainty
10. Learning with Uncertainty
11. Multiagent Systems
12. Learning to Act
Part IV: Reasoning, Learning and Acting with Individuals and Relations
13. Individuals and Relations
14. Ontologies and Knowledge-Based Systems
15. Relational Planning, Learning, and Probabilistic Reasoning
Part V: Retrospect and Prospect
16. Retrospect and Prospect
Appendix: Mathematical Preliminaries and Notation

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