Artificial Intelligence (Paperback)
Rob Callan
- 出版商: Palgrave MacMillan
- 出版日期: 2003-05-08
- 售價: $1,100
- 貴賓價: 9.8 折 $1,078
- 語言: 英文
- 頁數: 520
- 裝訂: Paperback
- ISBN: 0333801369
- ISBN-13: 9780333801369
-
相關分類:
人工智慧
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相關主題
商品描述
This project is a modern introduction to AI suitable for both students and
those wishing to gain a practical understanding of AI for use in their work. It
describes the background history to AI, clarifies what the goals of AI are, and
assesses current technology.
There has been significant growth in
real-world applications in recent years, e.g. detection of credit card fraud,
building robots for industrial tasks and entertainment, securing networks from
hackers, making characters in computer games behave more human like. This book
introduces the techniques used in these real-world applications.
All
chapters include a range of exercises and suggested project work. Website
support and an on-line solutions manual will also be available
Contents :
Preface
PART ONE: INTRODUCTION
Introduction
PART TWO: LOGIC AND
SEARCH
Logic
Search
Automating Logical Reasoning
PART THREE:
UNCERTAINTY
Bayesian Networks I
Bayesian Networks II
Other Approaches
to Uncertainty
PART FOUR: DECIDING ON ACTIONS
Decision
Networks
Planning I
Planning II
PART FIVE: LEARNING
Introduction to
Learning
Decision Tree Learning
Inductive Logic
Programming
Reinforcement Learning
Neural Networks I
Neural Networks
II
Genetic Algorithms
PART SIX: NATURAL LANGUAGE UNDERSTANDING AND
PERCEPTION
Natural Language Processing I
Natural Language Processing
II
Speech Processing
Vision
PART SEVEN: AGENTS, PHILOSOPHY AND
APPLICATIONS
Agents
Philosophy of AI
Some Applications of
AI
Appendix A - A Quick Tour of
Prolog
Bibliography
Index