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

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书名BEHAVIORAL MATHEMATICS
& c. {( Y& z; D8 KFOR GAME AI3 }' V& T( k, ?- W8 ^/ w
页数481& s' n* q( j4 c( T
出版社Course Technology
- C& A& w5 ^9 H6 c, e. cISBN-13: 978-1-58450-684-32 q  Q- K; N& G. i7 Z
目录Part I Introduction 1
  t/ q8 w0 d: \8 ~8 l' a8 ]+ H1 Why Behavioral Mathematics? 3  y! g8 v- b1 b; x+ e
Games and Choices 4- i; u  A9 q* f7 E1 ?
Going Beyond Looks 10
* ^3 _/ c+ `6 h' n7 Q7 b8 M" S' c% _2 Observing the World 15: U. A9 M, @4 U; U- a
Identifying Factors 161 w+ E6 o9 m! j0 o! \
Finding Hidden Factors 22# ]" C4 \, [! h  y
Quantifying Observations 24- c" t6 N6 P2 _% G% W7 O
Needing More Than Observations 28
) i% Z1 J) N, l: a3 Converting Behaviors to Algorithms 299 Z' V$ f8 n8 a0 L4 f- E
Using Numbers to Select 30: V- n  g/ ^" L/ c
Using Numbers to Define 330 x& y' |4 r( }% g
Using Algorithms to Construct Numbers 37
! Q  i& v  p, K0 L# w2 Y% t! kPart II Decision Theory 43; d1 G$ _7 v0 f4 Z
4 Defining Decision Theory 453 v9 p$ m1 H1 Y" B3 j2 e9 q
Normative Decision Theory 450 F8 z( t) t) m$ C" H$ T$ t5 ~
Descriptive Decision Theory 48
, I+ |# V. E1 I* I: {; f- l3 DThe Best of Both Worlds 51
+ \0 K* r, H% a, O1 |5 Game Theory 55
. K( M+ e  `. V) N# j2 A2 uStarting Simple 56
+ F% l- U1 K" [& i' ]Matching Pennies 57
" K$ O; ?4 O* d! b6 fPrisoner’s Dilemma 61
8 c" V, _2 \; \# q* @1 jContents