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
6 Q( W2 ?: v$ \  e) bFOR GAME AI* Q5 b( m$ O" I, I& h% K& y
页数481
" V. _' o6 k3 L( Q出版社Course Technology5 C& C" y, ?* A7 u# g- y9 ]
ISBN-13: 978-1-58450-684-3
6 C: D8 v9 H+ T( X/ P0 b2 J7 E目录Part I Introduction 1
) S0 G# p1 I, u$ M6 G" z1 Why Behavioral Mathematics? 3( |5 S5 j9 P5 S5 W
Games and Choices 4
' F: S5 u% F5 ^4 wGoing Beyond Looks 10' G5 i9 @! L# l/ q( ~
2 Observing the World 15
$ {- i! Y- |* [7 ^4 \Identifying Factors 16( Y1 ?- H3 Q; L
Finding Hidden Factors 22  g( z" m& P& e
Quantifying Observations 24
7 o# t+ ]6 {# w1 ?9 N! dNeeding More Than Observations 28
8 D+ O4 C& o  J+ i+ E" u3 Converting Behaviors to Algorithms 29! \/ L  I. X  X9 r( @, \6 Q
Using Numbers to Select 30. [  l) ~, {% |1 a) A
Using Numbers to Define 33
" }6 Q, v6 C# c, ^2 oUsing Algorithms to Construct Numbers 370 D3 q' M* o1 Y
Part II Decision Theory 43
) ]0 H  E4 {( Q0 @, W6 A9 ?4 Defining Decision Theory 45
. E( B) \! \4 n9 h+ @3 c8 p0 q" O. ?9 INormative Decision Theory 45# i: E/ W0 V$ k: ?
Descriptive Decision Theory 48
+ V9 W0 F' \* m9 `+ |9 m8 C* ZThe Best of Both Worlds 51( }! r0 i* k" i  S! X) \, @
5 Game Theory 553 V2 Y$ e5 o3 q3 h5 p
Starting Simple 565 p1 e2 d/ C( `1 y( n
Matching Pennies 57
' B# h# u+ d7 m+ K, nPrisoner’s Dilemma 61' b1 w6 }, h: Z7 n
Contents