2014书籍超级帖五四一《EHAVIORAL MATHEMATICS FOR GAME AI》 - 数学建模社区-数学中国

书名BEHAVIORAL MATHEMATICS
  F$ p( u* O. V* V7 m9 E+ CFOR GAME AI4 h9 n2 Y. @  B5 ?6 `
页数481
/ b; r' y0 _; U) d* ]2 w) ~/ p出版社Course Technology
6 p) h3 `# q4 ?) k; v; t% o- H3 w0 `ISBN-13: 978-1-58450-684-3% @/ e! P( h0 v; o  o) D" k: p
目录Part I Introduction 1
+ j3 x7 B* {  j" a1 Why Behavioral Mathematics? 3
9 t% _& l0 R' tGames and Choices 4
) u( @  }7 C# [+ _# O3 ^1 yGoing Beyond Looks 10, N3 h! O  E, U
2 Observing the World 15: ^0 J# k$ I8 w) n7 j. f% u! e+ r  z) A
Identifying Factors 16
3 J5 i7 d$ B( u# S( R3 H, gFinding Hidden Factors 22
+ P- J! l, v  u" WQuantifying Observations 242 ~( ]3 K: y1 U" L  ~& Z; t1 g- Z9 [
Needing More Than Observations 281 X4 ~+ i- t; d, b# _
3 Converting Behaviors to Algorithms 29% B8 S+ n! ~2 {4 w
Using Numbers to Select 30# j3 U# l- b9 G+ f1 G: r2 o  u
Using Numbers to Define 339 u% y' y4 w: l8 j  m/ y
Using Algorithms to Construct Numbers 37
6 o; \2 P* t/ Q0 e7 w6 zPart II Decision Theory 43; a7 p0 f3 `) A* q3 f
4 Defining Decision Theory 45
, i3 v( y: C6 K7 I" Y$ r8 }# G+ lNormative Decision Theory 45
: y: j5 x. H- r% e! Z0 ]Descriptive Decision Theory 48* P% n2 ^) v0 G& B
The Best of Both Worlds 51
' J9 j  o2 c: x. _$ g7 T1 L4 n& R5 Game Theory 55
4 n% G3 W# H2 u5 V9 RStarting Simple 56
+ u/ G. G" j/ S) HMatching Pennies 57
- ~' H0 }, {) v: H# d6 J7 `Prisoner’s Dilemma 61
& J& B% A+ [# Q  i# Y# J6 TContents