# cDDCDspite,
# dCDCDspite,
# dDDCDspite,
# cCDDCspite,
# cDDDCspite,
# dCDDCspite,
# dDDDCspite,
# cCDDDspite,
# cDDDDspite,
# dCDDDspite, # winning - 24
# dDDDDspite # winning - 25
]
games = Games(None, None, None, None)
# one generation
def getPayoffMatrix(lst, gameHere):
payoffs = [[0.0 for j in range(len(lst))] for i in range(len(lst))]
for i in range(len(lst)):
for j in range(len(lst)):
a1 = lst[i](gameHere)
b1 = lst[j](gameHere)
[scA, scB] = IteratedPD(a1, b1, gameHere)
payoffs[i][j] = scA/gameHere.Iter_N
# payoffs[j][i] = scB/gameHere.Iter_N
return payoffs
# Create new directory to save the figures
now = datetime.datetime.now()
BoydSocialTitForTat,
BoydTitForTat,
# RLABitRandom,
# RLAEGS,
# RLAlwaysCooperate,
# RLAlwaysDefects,
# RLAlwaysRandom,
# RLRandomTitForTat,
# RLTitForTat,
twoStageRLbased
]
results = {}
mresults = {}
sresults = {}
games = Games()
# tournament 1 - mvspt
def TournaMent(lst, gameHere):
score = {} # for overall score
mscore = {} # for material score
sscore = {} # for social score
for i in range(len(lst)):
if lst[i] not in score:
score[lst[i]] = 0
if lst[i] not in mscore:
mscore[lst[i]] = 0
if lst[i] not in sscore:
sscore[lst[i]] = 0
# score.append(float(0))
# score[lst[j]] += scB
sortedDic = sorted(score.items(), key=lambda score: score[1], reverse=True)
print sortedDic, 'dic'
for ele in score:
if ele not in OverallScore:
OverallScore[ele] = 0.0
OverallScore[ele] += score[ele]
winning = sortedDic[0][0]
if winning not in results.keys():
results[winning] =0
results[winning] += 1
NN = 0
# games(learning rate, discount factor, game length, memory length for the RL agent)
games = Games(None, None, None, None) # game setting choice for parameter investigation
# 50 trials
while(NN < 50):
# OverallScore = []
RoundrobinTour(lst, games)
NN += 1
print NN
print results # shows the winning strategy
for eleme in OverallScore:
OverallScore[eleme] = OverallScore[eleme]/50.0
# print OverallScore
# sortedos = sorted(OverallScore.items(), key=lambda OverallScore: OverallScore[1], reverse=True)
# print sortedos
