Description |
1 online resource (xxxii, 610 pages) : illustrations (some color) |
Contents |
Introduction. Overview of artificial intelligence -- Fundamentals. Uninformed search -- Informed search -- Search using games -- Logic in artificial intelligence -- Knowledge representation -- Production systems -- Knowledge-based systems. Uncertainty in AI -- Expert systems -- Machine learning : part I inductive learning with decision tress -- Machine learning : part II neural networks -- Search inspired by Mother nature -- Advanced topics. Natural language understanding -- Automated planning -- The present and future. Robotics -- Advanced computer games -- Reprise |
Summary |
This new edition provides a comprehensive, colorful, up to date, and accessible presentation of AI without sacrificing theoretical foundations. It includes numerous examples, applications, full color images, and human interest boxes to enhance student interest. New chapters on robotics and machine learning are included. Advanced topics cover neural nets, genetic algorithms, natural language processing, planning, and complex board games. -- Edited summary from book |
Bibliography |
Includes bibliographical references and index |
Notes |
Print version record |
Subject |
Artificial intelligence.
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Artificial Intelligence
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artificial intelligence.
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Artificial intelligence
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Form |
Electronic book
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Author |
Kopec, Danny, author
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ISBN |
9781523101320 |
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1523101326 |
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9781944534530 |
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1944534539 |
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