2014书籍超级帖五四一《EHAVIORAL MATHEMATICS FOR GAME AI》

数学中国—罂粟

书名BEHAVIORAL MATHEMATICS
FOR GAME AI
页数481
出版社Course Technology
/ M( D. F# a0 p* VISBN-13: 978-1-58450-684-3
: k! F* g6 V% D目录Part I Introduction 1
- J, l. x3 L# u1 P2 ?; Z1 Why Behavioral Mathematics? 3
* |  n% H; i6 c; }" M  w' IGames and Choices 4
Going Beyond Looks 10
2 Observing the World 15
% V$ E, e7 H: a, j" n/ c# _! c5 zIdentifying Factors 16
5 k" B6 Y4 Z7 i* {/ k( {Finding Hidden Factors 22
Quantifying Observations 24
% [5 ^- q: `# nNeeding More Than Observations 28
3 Converting Behaviors to Algorithms 29
/ ~) I9 b" k  Q8 G' ]& Y0 f# c: HUsing Numbers to Select 30
Using Numbers to Define 33
6 L) P# }) Z3 D9 lUsing Algorithms to Construct Numbers 37
+ P. q- D6 n; t/ _* E' wPart II Decision Theory 43
4 Defining Decision Theory 45
Normative Decision Theory 45
' I" j" w' `0 ~4 Z6 aDescriptive Decision Theory 48
0 Q0 E' M4 C/ p) k2 X# n8 gThe Best of Both Worlds 51
$ _8 l6 e0 V; J2 C1 C8 Z( A5 Game Theory 55
# n' N% m  B8 _& D( _" \Starting Simple 56
( T! \! z* T! U, h& R+ j/ sMatching Pennies 57
3 {/ g0 d4 ]$ Y7 r/ FPrisoner’s Dilemma 61
8 f# v9 S. S* D; D  }3 q  w8 FContents

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