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

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书名BEHAVIORAL MATHEMATICS
8 p' d3 K5 Z3 a7 [1 |7 TFOR GAME AI9 [4 Z; {4 A' c& m: L& O5 ?. g
页数481
  B: K$ \; n+ l% ]. \7 [1 y出版社Course Technology  j, W! t$ n( p# ^1 U
ISBN-13: 978-1-58450-684-38 b/ x0 _! A, [3 [
目录Part I Introduction 1
4 K" `! B. U7 L- W$ H1 Why Behavioral Mathematics? 3+ L' h3 l# c) |* x
Games and Choices 48 {. j5 p* D+ h: ~0 `
Going Beyond Looks 10
9 p$ ]: R- \; ^2 Observing the World 15- \8 H8 B# Z; C2 z$ m' Q' P
Identifying Factors 16( d+ n1 a) x" g' N  J
Finding Hidden Factors 22: j0 Q8 u* \& ~4 X: h7 ]
Quantifying Observations 24: C, u/ h4 u+ |4 [& j5 A  N
Needing More Than Observations 28
8 ~5 H' J% i# K0 B( [3 Converting Behaviors to Algorithms 29' C2 }+ K" b# k0 A
Using Numbers to Select 30
6 O0 J4 x) q/ y* v2 I3 dUsing Numbers to Define 33
$ ?- B( P7 g& ?. BUsing Algorithms to Construct Numbers 37# f1 T' M+ e9 l" I6 H
Part II Decision Theory 43
6 K$ Q- [! s4 h# |% c; x4 Defining Decision Theory 45
4 A) O: F7 m; _4 D2 wNormative Decision Theory 45
6 _! S% Q3 F. b1 D- {+ X8 ADescriptive Decision Theory 48, `% H& f. `8 k. f- j! ?0 y) K, M
The Best of Both Worlds 51
5 A9 P5 Q9 K- Y4 l9 I5 n9 l5 Q5 Game Theory 55
! g5 S( D5 U& N; A, e! f( A8 |Starting Simple 56$ M% \0 n/ D) R5 s; H; k0 g
Matching Pennies 57
3 g7 ?8 u9 |+ \/ O* }" d. Q( r& RPrisoner’s Dilemma 61
; m  n. ^( p0 xContents