Artificial Intelligence : A New Synthesis / Nils J. Nilsson.

By: Nilsson, Nils J, 1933-Material type: TextTextPublisher: San Francisco, Calif. : Morgan Kaufmann Publishers, 1998Description: xxi, 513 p. : ill. ; 24 cmISBN: 1558604677(cloth); 1558605355 (paper)Subject(s): Artificial intelligenceDDC classification: 006.3 LOC classification: Q335 | .N495 2007
Contents:
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.
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Item type Current location Home library Call number Status Date due Barcode Item holds
Book Book School of Mechanical & Manufacturing Engineering (SMME)
School of Mechanical & Manufacturing Engineering (SMME)
006.3 NIL (Browse shelf) Checked out to Dr Yasar Ayaz (12345) 06/02/2022 SMME-418
Total holds: 0

Includes bibliographical references (p. 453-492) and index.

I. Reactive Machines. Stimulus-Response Agents. Neural Networks. Machine Evolution. State Machines. Robot Vision -- II. Search in State Spaces. Agents That Plan. Uninformed Search. Heuristic Search. Planning, Acting, and Learning. Alternative Search Formulations and Applications. Adversarial Search -- III. 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 -- IV. Planning Methods Based on Logic. The Situation Calculus. Planning -- V. Communication and Integration. Multiple Agents. Communication among Agents. Agent Architectures.

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