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
- I% }5 S' T' }( e" C; j) SFOR GAME AI$ I# X( D1 e+ w% L1 e
页数481' Q" [* Y( E& W
出版社Course Technology
1 L- E, \5 N+ p8 _  Y8 MISBN-13: 978-1-58450-684-31 a- Z# }3 X9 s0 `, y
目录Part I Introduction 11 N, ?2 @7 a" A* I+ r. c
1 Why Behavioral Mathematics? 3# }9 f  r8 g. B( r$ I
Games and Choices 4
3 e: q" Y8 @, P. e2 ?3 sGoing Beyond Looks 102 q8 i1 D! w! n3 N
2 Observing the World 15% M  ]( `/ E6 h5 H' x" q/ M! V
Identifying Factors 16: s7 P% W5 m0 C; d! z
Finding Hidden Factors 22
" w2 V1 g1 p. o$ R' p- g1 Y0 [& bQuantifying Observations 24
- e( Q. p; v( r( s' i9 G, H) `Needing More Than Observations 28' @& S' ~2 B& c/ I' F; g3 }% W
3 Converting Behaviors to Algorithms 29
8 n% c2 M7 z6 sUsing Numbers to Select 30
% J2 T% v4 F5 }Using Numbers to Define 33
4 t; i  V, ?6 E+ S! u  i* m6 s$ jUsing Algorithms to Construct Numbers 37% I. D$ h$ f) U" x& y  p
Part II Decision Theory 43
: G2 Z& b5 t/ `' ~0 t4 Defining Decision Theory 45% ?: ?* S! Q( t' D/ y$ R+ `5 H8 k
Normative Decision Theory 451 j+ u) X0 A# }; r+ u( h! C; t6 _
Descriptive Decision Theory 48
0 S" A; o4 |: E4 f/ G9 gThe Best of Both Worlds 51
% T1 c9 W4 q% O: O8 S5 Game Theory 55
0 Z* I$ T# g- }% J4 _3 t+ Z& o% M$ VStarting Simple 56
. I' n- ^0 L& e& FMatching Pennies 57# c, y' V3 n7 w/ z/ ~
Prisoner’s Dilemma 61
- s) H8 V6 d. N0 i( G( M- C  E8 QContents