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

数学中国—罂粟

书名BEHAVIORAL MATHEMATICS
7 i! @: g" n! d# X0 fFOR GAME AI
页数481
+ G" n/ D" ?8 R% b# }出版社Course Technology
( l; `5 G) c" Z# rISBN-13: 978-1-58450-684-3
目录Part I Introduction 1
1 Why Behavioral Mathematics? 3
Games and Choices 4
Going Beyond Looks 10
* f5 N  w2 @; ^3 A2 Observing the World 15
Identifying Factors 16
- o- @0 Q$ G4 V4 o2 m& v6 U; PFinding Hidden Factors 22
$ M" y( M- c1 M, _Quantifying Observations 24
Needing More Than Observations 28
3 Converting Behaviors to Algorithms 29
: Q" I, D# T5 E. k9 B* WUsing Numbers to Select 30
Using Numbers to Define 33
0 D6 C0 i0 p" dUsing Algorithms to Construct Numbers 37
Part II Decision Theory 43
4 Defining Decision Theory 45
Normative Decision Theory 45
1 a) Z  U2 F% w9 o" S/ C( Q, Y, VDescriptive Decision Theory 48
The Best of Both Worlds 51
5 Game Theory 55
Starting Simple 56
Matching Pennies 57
* ]" k0 H" Z# I* P3 ]3 p2 a# JPrisoner’s Dilemma 61
Contents

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