Artificial Intelligence: A New Synthesis

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Morgan Kaufmann, 1998 - Computers - 513 pages
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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 revealed through the growing capabilities of these agents. A distinguishing feature of this text is in its evolutionary approach to the study of AI. This book provides a refreshing and motivating synthesis of the field by one of AI's master expositors and leading researches.

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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Review: Artificial Intelligence: A New Synthesis

User Review  - Gregor Erbach - Goodreads

Nilsson's book presents all major areas of artificial intelligence from the unifying perspective of the problem of constructing an intelligent agent. Many of the important subfields of AI are ... Read full review

Contents

Chapter 1 Introduction
1
Reactive Machines
19
Search in State Spaces
115
Knowledge Representation and Reasoning
215
Planning Methods Based on Logic
361
Communication and Integration
405
Bibliography
453
Index
493
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About the author (1998)

Stanford University

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