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Artificial Intelligence : a new synthesis

Author: Nils J Nilsson
Publisher: San Francisco, Calif. : Morgan Kaufmann Publishers, ©1998.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
Intelligent agents are employed as the central characters in this introductory text. Beginning with elementary reactive agents, Nilsson gradually increases their cognitive horsepower to illustrate the most important and lasting ideas in AI. Neural networks, genetic programming, computer vision, heuristic search, knowledge representation and reasoning, Bayes networks, planning, and language understanding are each  Read more...
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Additional Physical Format: Online version:
Nilsson, Nils J., 1933-
Artificial Intelligence.
San Francisco, Calif. : Morgan Kaufmann Publishers, ©1998
(OCoLC)605318173
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Nils J Nilsson
ISBN: 1558604677 9781558604674 1558605355 9781558605350 9780120883653 0120883651
OCLC Number: 37975815
Description: xxi, 513 pages : illustrations ; 24 cm
Contents: 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.
Responsibility: Nils J. Nilsson.
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Abstract:

Using intelligent agents as central characters, this work begins with elementary reactive agents. It reveals neural networks, genetic programming, computer vision, heuristic search, knowledge  Read more...

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