WeightedRandom2

Use rpsrunner.py to play unranked matches on your computer.

Source code:

#Created by David Catt on December 13, 2014
import random
if input == "":
    winner = {0:"P",1:"S",2:"R"}
    value = {"R":0,"P":1,"S":2}
    order = 3
    decay = 0.93
    mask = 3**(order+1)
    prob = [1.0] * mask
    ctx = 0
else:
    val = value[input]
    prob[ctx    ] *= decay
    prob[ctx+  1] *= decay
    prob[ctx+  2] *= decay
    prob[ctx+val] += 1.0
    ctx = ((ctx + val) * 3) % mask
p0 = prob[ctx]
p1 = prob[ctx+1]
p2 = prob[ctx+2]
v0 = 0
v1 = 1
if p0 > p1:
    if p1 < p2:
        p1 = p2
        v1 = 2
elif p0 < p2:
    p0 = p2
    v0 = 2    
rn = random.random() * (p0 + p1)
tv = 0
if rn <= p0:
    tv = v0
else:
    tv = v1
output = winner[tv]