TY  - GEN
AU  - Mitchell, Melanie
TI  - Artificial intelligence : a guide for thinking humans 
SN  - 9780241404836
U1  - 006.3 
PY  - 2020///
PB  - Pelican Books
KW  -  
KW  - Artificial intelligence
KW  - Machine learning
KW  - COMPUTERS / Machine Theory
N1  - Contents
PROLOGUE: TERRIFIED   xi
PART ONE: BACKGROUND
CHAPTER 1
The Roots of Artificial Intelligence  3
CHAPTER 2
Neural Networks and the Ascent of  Machine Learning  27
CHAPTER 3
Al Spring  37
PART TWO: LOOKING AND SEEING
CHAPTER 4
Who, What, When, Where, Why  67
CHAPTER 5
ConvNets and lmageNet  89
CHAPTER 6
A Closer Look at Machines That Learn  109
CHAPTER 7
On Trustworthy and EthleaI Al   141
PART THREE: LEARNING TO  PLAY
CHAPTER 9
Game On  179
CHAPTER 10
Beyond Games  209
PART FOUR: ARTIFICIAL INTELLIGENCE MEETS NATURAL LANGUAGE
CHAPTER 11
Words, and the Company They Keep  223
CHAPTER  12
Translation as Encoding and  Decoding  253
CHAPTER  13
Ask Me Anything  277
PART  FIVE: THE  BARRIER  OF MEANING
CHAPTER 14
On Understanding  307
CHAPTER 15
Knowledge, Abstraction and Analogy in Artificial Intelligence  323
CHAPTER  16
Questions, Answers and Speculations  351
NOTES	373
ILLUSTRATION CREDITS  403
ACKNOWLEDGEMENTS	407
INDEX	409







ER  -