AI : its nature and future / Margaret A. Boden.

Artificial Intelligence surrounds us; in our homes, schools and offices, in our cinemas, in art galleries and - not least - on the Internet. Margaret Boden considers the realistic and unrealistic expectations we have placed on AI, analyses its progress, and considers the value of its byproducts.

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Bibliographic Details
Main Author: Boden, Margaret A. (Author)
Format: eBook
Language:English
Published: Oxford, United Kingdom : Oxford University Press, 2016.
Edition:First edition.
Subjects:
Online Access:Click for online access

MARC

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264 4 |c ©2016 
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505 0 |a COVER; ITS NATURE AND FUTURE; COPYRIGHT; DEDICATION; ACKNOWLEDGMENTS ; CONTENTS ; LIST OF FIGURES; Chapter 1: What is Artificial Intelligence? ; Virtual Machines ; The Major Types of AI ; AI Foreseen ; How AI Began ; Cybernetics ; How AI Divided ; Chapter 2: General Intelligence as the Holy Grail ; Supercomputers aren't Enough ; Heuristic Search ; Planning ; Mathematical Simplification ; Knowledge Representation ; Rule-Based Programs ; Frames, Word-Vectors, Scripts, Semantic Nets ; Logic and the Semantic Web ; Computer Vision ; The Frame Problem ; Agents and Distributed Cognition. 
505 8 |a Machine Learning Generalist Systems ; The Dream Revitalized ; Missing Dimensions ; Chapter 3: Language, Creativity, Emotion ; Language ; Creativity ; AI and Emotion ; Chapter 4: Artificial Neural Networks ; The Wider Implications of ANNs ; Parallel Distributed Processing ; Learning in Neural Networks ; Backprop and Brains-And Deep Learning ; Network Scandal ; Connections aren't Everything ; Hybrid Systems ; Chapter 5: Robots and Artificial Life ; Situated Robots and Interesting Insects ; Evolutionary AI ; Self-Organization ; Chapter 6: But is it Intelligence, Really? ; The Turing Test. 
520 |a Artificial Intelligence surrounds us; in our homes, schools and offices, in our cinemas, in art galleries and - not least - on the Internet. Margaret Boden considers the realistic and unrealistic expectations we have placed on AI, analyses its progress, and considers the value of its byproducts. 
504 |a Includes bibliographical references and index. 
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