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 S0 E! T2 o4 {2 F
FOR GAME AI  R: y' _; E. _; n
页数4810 u( q$ ?) H7 l) `7 D0 y. X! N
出版社Course Technology7 a! Y! }* m8 G! Y. S7 ~
ISBN-13: 978-1-58450-684-3# t9 M9 U7 H% E
目录Part I Introduction 1) z) F# y9 W  Y( Y4 h7 O
1 Why Behavioral Mathematics? 3
& R9 l) g! F! b& t+ P8 kGames and Choices 4
& n4 u# e/ o/ L, ?: z5 o2 mGoing Beyond Looks 10* M6 N* M; t3 J; l) z. ~9 T
2 Observing the World 15  {- s0 U- }7 _
Identifying Factors 16' u4 c; Z8 U3 X
Finding Hidden Factors 22
0 f5 g( b0 \5 c& L/ E" xQuantifying Observations 24' s; A" w$ ?% b7 h5 ~  k
Needing More Than Observations 28
; h  O7 }% i$ _6 l- N; S1 x" }3 Converting Behaviors to Algorithms 29; E8 Y+ e+ e2 q8 x
Using Numbers to Select 30/ Y5 p6 K+ O, F+ S1 a6 o: s
Using Numbers to Define 33
$ l- v" P3 S* j. x2 ~: e& O* J" e  pUsing Algorithms to Construct Numbers 37
, I# H+ t4 r& Q/ j4 WPart II Decision Theory 43- Z% e( t5 I' h6 j
4 Defining Decision Theory 451 A1 q; I! O7 T$ y7 \! V5 K
Normative Decision Theory 45* T- e: \, s( y4 C2 q+ \
Descriptive Decision Theory 487 [+ w0 D  k8 i0 g
The Best of Both Worlds 51
7 ?1 J6 c) w8 O3 o( _5 Game Theory 55
* X1 z( n. p* k+ v" g/ {- dStarting Simple 567 D2 {4 ]' ]6 T% O8 f' s3 z
Matching Pennies 57
* x2 p, b% ~, Z& e! C- }0 IPrisoner’s Dilemma 61
0 h. n7 `0 Y7 t" M  h/ d' RContents