Artificial Intelligence

A New Synthesis

Nonfiction, Computers, Advanced Computing, Artificial Intelligence, General Computing
Cover of the book Artificial Intelligence by Nils J. Nilsson, Elsevier Science
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Author: Nils J. Nilsson ISBN: 9780080499451
Publisher: Elsevier Science Publication: April 17, 1998
Imprint: Morgan Kaufmann Language: English
Author: Nils J. Nilsson
ISBN: 9780080499451
Publisher: Elsevier Science
Publication: April 17, 1998
Imprint: Morgan Kaufmann
Language: English

Intelligent agents are employed as the central characters in this new 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 revealed through the growing capabilities of these agents. The book provides a refreshing and motivating new synthesis of the field by one of AI's master expositors and leading researchers. Artificial Intelligence: A New Synthesis takes the reader on a complete tour of this intriguing new world of AI.

  • An evolutionary approach provides a unifying theme
  • Thorough coverage of important AI ideas, old and new
  • Frequent use of examples and illustrative diagrams
  • Extensive coverage of machine learning methods throughout the text
  • Citations to over 500 references
  • Comprehensive index
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Intelligent agents are employed as the central characters in this new 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 revealed through the growing capabilities of these agents. The book provides a refreshing and motivating new synthesis of the field by one of AI's master expositors and leading researchers. Artificial Intelligence: A New Synthesis takes the reader on a complete tour of this intriguing new world of AI.

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