Artificial Intelligence : A New Synthesis /
Nils J. Nilsson.
- San Francisco, Calif. : Morgan Kaufmann Publishers, 1998.
- xxi, 513 p. : ill. ; 24 cm.
Includes bibliographical references (p. 453-492) and index.
Reactive Machines. Stimulus-Response Agents. Neural Networks. Machine Evolution. State Machines. Robot Vision -- Search in State Spaces. Agents That Plan. Uninformed Search. Heuristic Search. Planning, Acting, and Learning. Alternative Search Formulations and Applications. Adversarial Search -- Knowledge Representation and Reasoning. The Propositional Calculus. Resolution in the Propositional Calculus. The Predicate Calculus. Resolution in the Predicate Calculus. Knowledge-Based Systems. Representing Commonsense Knowledge. Reasoning with Uncertain Information. Learning and Acting with Bayes Nets -- Planning Methods Based on Logic. The Situation Calculus. Planning -- Communication and Integration. Multiple Agents. Communication among Agents. Agent Architectures. I. II. III. IV. V.