Artificial Intelligence: Foundations of Computational Agents

Poole, David L.

Artificial Intelligence: Foundations of Computational Agents - Cambridge Cambridge University Press 2010 - 662p

Agents in the World: What Are Agents and How Can They Be Built? Artificial intelligence and agents Agent architectures and hierarchical control Representing and Reasoning: States and searching Features and constraints Propositions and inference Reasoning under uncertainty Learning and Planning: Learning: overview and supervised learning Planning with certainty Planning under uncertainty Multiagent systems Beyond supervised learning Reasoning about Individuals and Relations Individuals and relations Ontologies and knowledge-based systems Relational planning, learning and probabilistic reasoning The Big Picture: Retrospect and prospect Mathematical preliminaries and notation.

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Artificial Intelligence

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