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THE QUEST FOR ARTIFICIAL INTELLIGENCE Book Free Download

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THE QUEST FOR ARTIFICIAL INTELLIGENCE
A HISTORY OF IDEAS AND ACHIEVEMENTS
Nils J. Nilsson


Table of Contents 

I Beginnings

1 Dreams and Dreamers

2 Clues

II Early Explorations: 1950s and 1960s

3 Gatherings

4 Pattern Recognition

5 Early Heuristic Programs

6 Semantic Representations

7 Natural Language Processing

8 1960s’ Infrastructure

III Efflorescence: Mid-1960s to Mid-1970s

9 Computer Vision

10 “Hand–Eye” Research

11 Knowledge Representation and Reasoning

12 Mobile Robots

13 Progress in Natural Language Processing

14 Game Playing

15 The Dendral Project

16 Conferences, Books, and Funding

IV Applications and Specializations: 1970s to Early 1980s

17 Speech Recognition and Understanding Systems

18 Consulting Systems
   
19 Understanding Queries and Signals

20 Progress in Computer Vision

21 Boomtimes

V “New-Generation” Projects

22 The Japanese Create a Stir

23 DARPA’s Strategic Computing Program

VI Entr’acte

24 Speed Bumps

25 Controversies and Alternative Paradigms

VII The Growing Armamentarium: From the 1980s Onward

26 Reasoning and Representation

27 Other Approaches to Reasoning and Representation

28 Bayesian Networks

29 Machine Learning

30 Natural Languages and Natural Scenes

31 Intelligent System Architectures

VIII Modern AI: Today and Tomorrow

32 Extraordinary Achievements

33 Ubiquitous Artificial Intelligence

34 Smart Tools

35 The Quest Continues



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