def runOneTest():
othello.resetGame()
player1.newGame(othello,random.choice([othello.WHITE_PLAYER,othello.BLACK_PLAYER]))
player2.newGame(othello,player1.enemy)
playGame(othello,player1,player2)
if othello.getWinner() == player1.color:
return 1.0
elif othello.getWinner() == player2.color:
return 0.0
else:
return 0.0
def runOneTest():
rvrP1Wins = 0
rvrP2Wins = 0
rvrTies = 0
gvrP1Wins = 0
gvrP2Wins = 0
gvrTies = 0
nvrP1Wins = 0
nvrP2Wins = 0
nvrTies = 0
for x in xrange(0,1):#run 100 gamess
#print "Iteration " + str(x+1)
#print "Random vs Random"
othello.resetGame()
player1.newGame(othello,random.choice([othello.WHITE_PLAYER,othello.BLACK_PLAYER]))
opponentPlayer.newGame(othello,player1.enemy)
playGame(othello,player1,opponentPlayer)
if othello.getWinner() == player1.color:
rvrP1Wins += 1
#print "Random Player 1 is vicotorious! Glory to the RNG!"
elif othello.getWinner() == opponentPlayer.color:
rvrP2Wins += 1
#print "Random Player 2 is victorious! Glory to the RNG!"
else:
rvrTies += 1
#print "Tie game! :("
othello.resetGame()
player2.newGame(othello,random.choice([othello.WHITE_PLAYER,othello.BLACK_PLAYER]))
opponentPlayer.newGame(othello,player2.enemy)
playGame(othello,player2,opponentPlayer)
if othello.getWinner() == player2.color:
gvrP1Wins += 1
#print "Random Player 1 is vicotorious! Glory to the RNG!"
elif othello.getWinner() == opponentPlayer.color:
gvrP2Wins += 1
#print "Random Player 2 is victorious! Glory to the RNG!"
else:
gvrTies += 1
#print "Tie game! :("
othello.resetGame()
player3.newGame(othello,random.choice([othello.WHITE_PLAYER,othello.BLACK_PLAYER]))
opponentPlayer.newGame(othello,player3.enemy)
playGame(othello,player3,opponentPlayer)
if othello.getWinner() == player3.color:
nvrP1Wins += 1
#print "Smart Player is victorious! Glory to the Machine Brains!"
elif othello.getWinner() == opponentPlayer.color:
nvrP2Wins += 1
#print "Random Player is victorious!"
else:
nvrTies += 1
#print "Tie game! D:"
#print "Random vs Random win rate: " + str(rvrP1Wins / float(rvrP1Wins + rvrP2Wins + rvrTies))
#print "Network vs Random win rate: " + str(nvrP1Wins / float(nvrP1Wins + nvrP2Wins + nvrTies))
return (rvrP1Wins / float(rvrP1Wins + rvrP2Wins + rvrTies),gvrP1Wins / float(gvrP1Wins + gvrP2Wins + gvrTies),nvrP1Wins / float(nvrP1Wins + nvrP2Wins + nvrTies))
nn.addConnection(FullConnection(hiddenLayer2, hiddenLayer3))
nn.addConnection(FullConnection(hiddenLayer2, hiddenLayer5))
nn.addConnection(FullConnection(hiddenLayer3, hiddenLayer4))
nn.addConnection(FullConnection(hiddenLayer3, hiddenLayer5))
nn.addConnection(FullConnection(hiddenLayer3, outLayer))
nn.addConnection(FullConnection(hiddenLayer4, outLayer))
nn.addConnection(FullConnection(hiddenLayer5, outLayer))
nn.sortModules()
othello = Othello()
smartPlayer = SmartPlayer(nn,othello.boardSize)
tacticalPlayer = TacticalPlayer()
tacticalPlayer.newGame(othello,random.choice([othello.WHITE_PLAYER,othello.BLACK_PLAYER]));
smartPlayer.newGame(othello,tacticalPlayer.enemy);
playGame(othello,tacticalPlayer,smartPlayer)
if othello.getWinner() == tacticalPlayer.color:
outcome = -1
print "Tactical Player wins over Network Player 4"
count += 1
semicount += 1
elif othello.getWinner() == smartPlayer.color:
outcome = 1
print "Network Player 4 wins over Tactical Player"
count += 1
wincnt += 1
semicount += 1
semiwincnt += 1
else:
nn.addModule(hiddenLayer2)
nn.addModule(hiddenLayer3)
nn.addConnection(FullConnection(inLayer, hiddenLayer1))
nn.addConnection(FullConnection(inLayer, hiddenLayer2))
nn.addConnection(FullConnection(hiddenLayer2, hiddenLayer3))
nn.addConnection(FullConnection(hiddenLayer1, outLayer))
nn.addConnection(FullConnection(hiddenLayer3, outLayer))
nn.sortModules()
othello = Othello()
smartPlayer = SmartPlayer(nn, othello.boardSize)
randomPlayer = TacticalPlayer()
randomPlayer.newGame(othello, random.choice([othello.WHITE_PLAYER, othello.BLACK_PLAYER]))
smartPlayer.newGame(othello, randomPlayer.enemy)
playGame(othello, randomPlayer, smartPlayer)
if othello.getWinner() == randomPlayer.color:
outcome = -1
print "Tactical Player wins over Network Player 1"
count += 1
semicount += 1
elif othello.getWinner() == smartPlayer.color:
outcome = 1
print "Network Player 1 wins over Tactical Player"
wincnt += 1
count += 1
semicount += 1
semiwincnt += 1
else:
outcome = 0
print "Tie Game"
nn.addModule(hiddenLayer1)
nn.addConnection(FullConnection(inLayer, hiddenLayer1, inSliceTo=16))
nn.addConnection(FullConnection(inLayer, hiddenLayer1, inSliceFrom=16, inSliceTo=32))
nn.addConnection(FullConnection(inLayer, hiddenLayer1, inSliceFrom=32, insliceTo=48))
nn.addConnection(FullConnection(inLayer, hiddenLayer1, inSliceFrom=48))
nn.addConnection(FullConnection(hiddenLayer1, outLayer))
nn.sortModules()
othello = Othello()
smartPlayer = SmartPlayer(nn,othello.boardSize)
greedyPlayer = TacticalPlayer()
greedyPlayer.newGame(othello,random.choice([othello.WHITE_PLAYER,othello.BLACK_PLAYER]));
smartPlayer.newGame(othello,greedyPlayer.enemy);
playGame(othello,greedyPlayer,smartPlayer)
if othello.getWinner() == greedyPlayer.color:
outcome = -1
print "Tactical Player wins over Network Player 5"
count += 1
semicount += 1
elif othello.getWinner() == smartPlayer.color:
outcome = 1
print "Network Player 5 wins over Tactical Player"
count += 1
wincnt += 1
semicount += 1
semiwincnt += 1
else:
from SmartPlayer import SmartPlayer
from RandomPlayer import RandomPlayer
from GreedyPlayer import GreedyPlayer
from Othello import Othello
from Player import playGame
from HumanPlayer import HumanPlayer
from pybrain.tools.customxml.networkreader import NetworkReader
from TacticalPlayer import TacticalPlayer
import random
#nn = NetworkReader.readFrom("othelloNetwork.xml")
#opponentPlayer = SmartPlayer(nn,8) #change this to change the opponent to be testing against
opponentPlayer = TacticalPlayer()
humanPlayer = HumanPlayer()
othello = Othello()
othello.resetGame()
humanPlayer.newGame(othello,random.choice([othello.WHITE_PLAYER,othello.BLACK_PLAYER]))
opponentPlayer.newGame(othello,humanPlayer.enemy)
playGame(othello,humanPlayer,opponentPlayer)
if othello.getWinner() == humanPlayer.color:
print "You won!"
elif othello.getWinner() == opponentPlayer.color:
print "You lost!"
else:
print "Tie game! :("
