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

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书名BEHAVIORAL MATHEMATICS
/ F2 T9 E. {. d( V$ s  z) @! ~FOR GAME AI1 K. |* P& ]1 K" {) d7 }
页数4812 Y% A7 {% I0 D& M: l  n
出版社Course Technology, I! v& n: ]4 B* C8 t" g( Y2 f) x7 z
ISBN-13: 978-1-58450-684-3, g2 N/ i! n+ v! @) R: G, k
目录Part I Introduction 12 c$ C1 |' d+ Y1 r" ?
1 Why Behavioral Mathematics? 3
/ G5 s$ Q0 U: x4 i7 r4 R+ n3 u3 nGames and Choices 4
+ `" ]1 e$ J1 h# n# F/ ZGoing Beyond Looks 10
" _1 j2 o1 y7 I- U  n4 j8 }% e2 Observing the World 15
& {8 a) j+ O- x% ^+ I$ cIdentifying Factors 161 z! `% B: g- a
Finding Hidden Factors 22
* V, r4 H. l2 q6 f- ]9 f# dQuantifying Observations 242 h- X+ d& C2 I. Y! c! l
Needing More Than Observations 28
) E2 ?% r/ ~6 W- z3 Converting Behaviors to Algorithms 299 t1 Q: ~$ b, S
Using Numbers to Select 30
0 L4 J2 A# L* U4 X. }Using Numbers to Define 33, Z0 E& e: g, y; C4 ?
Using Algorithms to Construct Numbers 376 V$ n) f+ S+ K' F8 Z
Part II Decision Theory 435 T6 A# E* I# T4 w7 a
4 Defining Decision Theory 45$ A( A+ Q$ h& d# s
Normative Decision Theory 45  N0 V* m% M6 C/ Y8 p8 A- s
Descriptive Decision Theory 48  l! ?: K- m5 z* P8 i
The Best of Both Worlds 51
# C7 D* I( U) [( G8 Q5 Game Theory 55* {9 D5 ^, o" \
Starting Simple 56
4 c; h3 G5 _, g6 @$ J( ]Matching Pennies 57
- [* T- b3 o+ IPrisoner’s Dilemma 61$ {3 J; R7 j% }) N
Contents