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
( b- ~/ v6 g: @8 ^" {FOR GAME AI+ N) \- M8 ~8 y* l7 W, v# p. z
页数481
5 ^2 k! d& v9 \9 ?出版社Course Technology
+ ?8 E, x2 S4 M7 e" ?9 s+ Y4 VISBN-13: 978-1-58450-684-35 ^! a* w0 R0 T* w8 d' o
目录Part I Introduction 1
% x+ |3 b( W- }) L, |1 Why Behavioral Mathematics? 3, i5 _# X' Z  i/ b$ l2 Q3 |
Games and Choices 44 w1 s2 t) `/ l2 T% j$ ~
Going Beyond Looks 10
4 u4 E* W, z7 `3 \2 Observing the World 15
' W/ m( c7 L# d7 ^0 i7 z7 i$ g6 u+ [0 @Identifying Factors 16* x6 L! O0 {7 V# x( M7 j# I1 I2 r
Finding Hidden Factors 22  a3 b: o1 X4 ^
Quantifying Observations 24
9 x) X5 j3 W. h% I3 pNeeding More Than Observations 28  G# p6 _7 x3 ~5 e# m
3 Converting Behaviors to Algorithms 29
3 q7 b7 K8 q; Y0 w' {, ~' EUsing Numbers to Select 30, T. M( c3 R" c7 b
Using Numbers to Define 33
0 B- z9 [8 X/ c. A8 }7 b8 a, {Using Algorithms to Construct Numbers 37
- F$ u8 }5 J" R  @Part II Decision Theory 431 R: }0 ?0 W0 A8 S& _
4 Defining Decision Theory 451 l( c2 U/ i1 G, L+ R
Normative Decision Theory 45( s* l* l& {* d/ ^6 b: Z, f- L
Descriptive Decision Theory 48
' j6 {7 [, x2 C/ p2 v; h& CThe Best of Both Worlds 51
- h8 }" Z" P" q# q0 B6 p5 Game Theory 55$ W- n6 S* y# s4 R0 b
Starting Simple 56
5 c: o# f0 z$ [+ q  UMatching Pennies 57: i& Y" M& B8 a1 n# V) w2 v4 I
Prisoner’s Dilemma 613 r/ E- u# a3 |7 G  _$ J3 b
Contents