def main():
if len(sys.argv) == 1:
print 'Usage: ./dummy.py TEAM_NAME'
sys.exit(1)
print sys.argv[1]
STEPS = 7
#Initialize a points collection
#Point(x,y,s): s == 0 is self point, s == 1 is opponent point
game = Game(steps=STEPS)
#Maintains a list of positions.
#Update a list on seeing an opponent's move and self's choosen move
points = Points()
while True:
try:
s = raw_input()
except EOFError:
# print "EOFError"
# Don't pollute output, output anything to stderr.
break
#Indicates Game Over
if ("Game Over:" in s or "Wins" in s):
break
# Get the first tuple of the server input
tuples = s.split()
if len(tuples):
#Get opponent's move; It will be at the start
ftuple = tuples[0]
p = ftuple.split(',')
opp_x = int(p[0])
opp_y = int(p[1])
#Client makes sure there are no two stones on the same position.
#Server does this job so its needless. Will remove it later
for k in range(len(points)):
if points[k].x == opp_x and points[k].y == opp_y:
print "Error! You can only put one stone at a position"
break
####
points.append(Point(opp_x, opp_y, 1))
pt = game.Play(points)
else:
#Game started.You make the very first move
pt = game.Play(points)
#Record your move
points.append(Point(pt[0], pt[1], 0))
#Write to Stdout
print "%d,%d " % (pt[0], pt[1])
class Play:
def __init__(self, AIModel, playerRole, inputter=DefaultInputter, displayer=DefaultDisplayer):
self.aiModel = AIModel
self.playerRole = playerRole
self.inputter = inputter
self.displayer = displayer
def Start(self):
self.game = Game()
while not self.game.IsFull():
self.displayer(self.game)
if self.playerRole == self.game.GetCurrentPlayer():
while True:
inputPos = self.inputter()
x, y = self.game.PosToXY(inputPos)
if self.game.IsEmpty(x, y):
break
else:
print("Place already taken up")
continue
else:
x, y = Train.GetNextBestMove(self.aiModel, self.game)
self.game.Play(self.game.GetCurrentPlayer(), x, y)
if self.game.GetWinner() != Game.EMPTY:
self.displayer(self.game)
print("Player %s wins ! " % Game.PLAYER_ATTR[self.game.GetWinner()]['name'])
break
elif self.game.IsFull():
self.displayer(self.game)
print("It's a tie !")
break
def PlayGame(self, game : Game, cb = None):
winner = game.GetWinner()
steps = 1
while not game.IsFull():
winner = game.GetWinner()
if winner != Game.EMPTY:
break
if game.GetCurrentPlayer() == Game.O:
x, y = self.GetNextBestMove(self.modelO, game)
else:
x, y = self.GetNextBestMove(self.modelX, game)
game.Play(game.GetCurrentPlayer(), x, y)
steps += 1
if cb:
cb(game.clone())
return winner, steps
from train import Train
from model import ModelThreeDensesReluSigmoidMasked, ModelDenseSigmoidMasked
from game import Game
if __name__ == '__main__':
modelO = ModelThreeDensesReluSigmoidMasked(midDim1=27, midDim2=27)
modelX = ModelThreeDensesReluSigmoidMasked(midDim1=27, midDim2=27)
trainer = Train(modelO, modelX)
modelO.LoadWeights('O7.h5')
modelX.LoadWeights('X7.h5')
game = Game()
game.Play(Game.O, 0, 0)
game.Play(Game.O, 1, 1)
game.Play(Game.X, 0, 1)
game.Play(Game.X, 1, 0)
print(game)
result, steps = trainer.PlayGame(game, lambda g: print(g))
print("result: %f, steps: %d" % (result, steps))
print("----")
game = Game()
game.Play(Game.O, 0, 1)
game.Play(Game.O, 1, 1)
game.Play(Game.O, 1, 2)
game.Play(Game.X, 0, 0)
game.Play(Game.X, 1, 0)
game.Play(Game.X, 2, 1)
from vector2 import Vector2
from humanPlayer import HumanPlayer
from board import Board
from game import Game
from aiPlayer import AIPlayer
from lstmModel import LSTMAIModel
from LogOutputter import LogOutputter
lstmLogs = [ LogOutputter('lstmModel_0_log.txt'), LogOutputter('lstmModel_1_log.txt') ]
lstmModel_0 = LSTMAIModel(0, lstmLogs[0])
aiPlayer_0 = AIPlayer(lstmModel_0, lstmLogs[0])
lstmModel_1 = LSTMAIModel(1, lstmLogs[1])
aiPlayer_1 = AIPlayer(lstmModel_1, lstmLogs[1])
players = [aiPlayer_0, aiPlayer_1]
numShipsOfSize = { 2 : 1, 3 : 2, 4 : 1, 5 : 1 }
boardSize = Vector2(10, 10)
while True:
aiPlayer_0.ClearState()
aiPlayer_1.ClearState()
board = Board(boardSize, numShipsOfSize, players)
game = Game(board)
game.Play()
def TestGame():
print(Game().GetBoard())
assert (Game().GetWinner() == Game.EMPTY)
game = Game()
game.Play(Game.O, 0, 0)
game.Play(Game.O, 0, 1)
game.Play(Game.O, 0, 2)
print(game)
assert (game.GetWinner() == Game.O)
game = Game()
game.Play(Game.X, 1, 0)
game.Play(Game.X, 0, 0)
game.Play(Game.X, 2, 0)
print(game)
assert (game.GetWinner() == Game.X)
game = Game()
game.Play(Game.X, 0, 0)
game.Play(Game.X, 1, 1)
game.Play(Game.X, 2, 2)
print(game)
assert (game.GetWinner() == Game.X)
game = Game()
game.Play(Game.O, 0, 0)
game.Play(Game.O, 1, 1)
game.Play(Game.O, 2, 2)
print(game)
assert (game.GetWinner() == Game.O)
game = Game()
game.Play(Game.O, 2, 0)
game.Play(Game.O, 1, 1)
game.Play(Game.O, 0, 2)
print(game)
assert (game.GetWinner() == Game.O)
game = Game()
game.Play(Game.O, 1, 0)
game.Play(Game.O, 1, 1)
game.Play(Game.O, 1, 2)
print(game)
assert (game.GetWinner() == Game.O)
game = Game()
game.Play(Game.O, 0, 0)
game.Play(Game.O, 0, 2)
game.Play(Game.O, 1, 2)
game.Play(Game.X, 1, 0)
game.Play(Game.X, 1, 1)
game.Play(Game.X, 2, 1)
game.Play(Game.O, 2, 2)
print(game)
assert (game.GetWinner() == Game.O)
def RandomGames():
game = Game.GetRandomGame()
assert (game.GetWinner() == Game.EMPTY)
return game
for i in range(1000):
RandomGames()
for i in range(4):
print(RandomGames())
print(Game().AsVector())
game = Game()
assert (not game.IsFull())
for i in range(3):
for j in range(3):
game.Play(Game.O, i, j)
assert (game.IsFull())
game = Game()
game.Play(Game.O, 0, 2)
game.Play(Game.O, 1, 2)
game.Play(Game.O, 2, 2)
print(game)
assert (game.GetWinner() == Game.O)
game = Game()
game.Play(Game.X, 0, 2)
game.Play(Game.X, 1, 2)
game.Play(Game.X, 2, 2)
print(game)
assert (game.GetWinner() == Game.X)
p.s = 1
else:
p.s = 0
if __name__ == '__main__':
STEPS = 10
#Initialize a points collection
#Point(x,y,s): s == 0 is self point, s == 1 is opponent point
#You must make sure there is no two points of the same position!
points = Points();
game = Game(steps = STEPS)
for i in range(STEPS):
print("Playing red for round {}".format(i))
pt = game.Play(points)
points.append(Point(pt[0],pt[1],0))
vor = Voronoi(points)
print("Red placed a stone at {}".format(pt))
print("Current area: {}".format(game.Area(points, vor.polygons)))
game.Draw(points, vor.polygons)
print("Playing blue for round {}".format(i))
reverse(points)
pt = game.Play(points)
points.append(Point(pt[0],pt[1],0))
reverse(points)
vor = Voronoi(points)
print("Blue placed a stone at {}".format(pt))
print("Current area: {}".format(game.Area(points, vor.polygons)))
game.Draw(points, vor.polygons)
