random-stuff/iterated-prisoners-dilemma-.../itpd3.scm

135 lines
3.2 KiB
Scheme

;; pd2.scm - iterated prisoner's dilemma simulation but you know your opponent's strategy
;; by matt
;; this program is in the public domain
(import (chicken random))
(define strategies '())
(define iters 0)
(define add-strategy
(lambda (x y)
(set! strategies (cons (cons x y) strategies))))
(define angel
(lambda (x y z)
0))
(define devil
(lambda (x y z)
1))
(define tit-for-tat
(lambda (x y z)
(if (null? x)
0
(car x))))
(define mean-tit-for-tat
(lambda (x y z)
(if (null? x)
1
(car x))))
(define grudger
(lambda (x y z)
(if (memq 1 x)
1
0)))
(define gollariosity
(lambda (x y z)
(if (= (z y x z) 0) 0 1)))
(define reflector
(lambda (x y z)
(if (eq? z reflector) 0
(z x y z))))
(define alt
(lambda (x y z)
(if (= 0 (remainder (length x) 2)) 0 1)))
(define maybe-tit-for-tat-or-grudger
(lambda (x y z)
(if (= (pseudo-random-integer 2) 1)
(tit-for-tat x y z)
(grudger x y z))))
(define prisond
(lambda (x y)
(if (= x y)
(if (= x 1)
'(1 1)
'(2 2))
(if (= x 1)
'(3 0)
'(0 3)))))
(define metagollariosity
(lambda (x y z)
(define opponent-next-move (z y x z))
(display "about to be gollarious\n")
(write z)
(display "simulating...\n")
(define simulate (lambda (n) (z (cons n y) (cons opponent-next-move x) z)))
(define if-defect (simulate 1))
(display "simulated to depth 1")
(define if-cooperate (simulate 0))
(write if-cooperate)
(if (> (car (prisond 1 if-defect)) (car (prisond 0 if-cooperate))) 1 0)))
(define iter-prisond
(lambda (x y z)
(define scores '(0 0))
(define moves-x '())
(define moves-y '())
(define current-moves '())
(define helper
(lambda (x y z)
(if (= z 0)
scores
(begin
(set! current-moves (list (x moves-x moves-y y) (y moves-y moves-x x)))
(set! moves-x (cons (cadr current-moves) moves-x))
(set! moves-y (cons (car current-moves) moves-y))
(set! scores (map + scores (prisond (car current-moves) (cadr current-moves))))
(helper x y (- z 1)))))) (helper x y z)))
(define get-strategy-scores
(lambda (x)
(define score 0)
(define helper
(lambda (y)
(if (eqv? (car x) (car y))
0
(set! score (+ score (car (iter-prisond (cdr x) (cdr y) (+ 100 iters))))))))
(map helper strategies)
score))
(define get-all-scores
(lambda ()
(define helper
(lambda (x)
(write (list (car x) (get-strategy-scores x)))
(newline)))
(map helper strategies)))
(add-strategy 'angel angel)
(add-strategy 'tit-for-tat tit-for-tat)
(add-strategy 'mean-tit-for-tat mean-tit-for-tat)
(add-strategy 'devil devil)
(add-strategy 'grudger grudger)
(add-strategy 'gollariosity gollariosity)
(add-strategy 'reflector reflector)
(add-strategy 'metagollariosity metagollariosity)
(add-strategy 'alt alt)
(add-strategy 'maybe-tit-for-tat-or-grudger maybe-tit-for-tat-or-grudger)
(set-pseudo-random-seed! (random-bytes))
(set! iters (pseudo-random-integer 50))
(get-all-scores)
(exit)