Artificial Intelligence: A New Synthesis (The Morgan Kaufmann Series in Artificial Intelligence) - Hardcover

Nilsson, Nils J.

Hardcover

ISBN 10: 1558604677 ISBN 13: 9781558604674

Verlag: Morgan Kaufmann Publishers Inc., 1998

Inhaltsangabe

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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Über die Autorin bzw. den Autor

Nils J. Nilsson's long and rich research career has contributed much to AI. He has written many books, including the classic Principles of Artificial Intelligence. Dr. Nilsson is Kumagai Professor of Engineering, Emeritus, at Stanford University. He has served on the editorial boards of Artificial Intelligence and Machine Learning and as an Area Editor for the Journal of the Association for Computing Machinery. Former Chairman of the Department of Computer Science at Stanford, and former Director of the SRI Artificial Intelligence Center, he is also a past president and Fellow of the American Association for Artificial Intelligence.

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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.

Features

• 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.

Features

• 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
  

Details zur Ausgabe

• Verlag: Morgan Kaufmann Publishers Inc.
• Erscheinungsdatum: 1998
• Sprache: Englisch
• ISBN 10: 1558604677
• ISBN 13: 9781558604674
• Einband: Tapa dura
• Anzahl der Seiten: 536
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar