Bot1 = {'win':0, 'lose':0, 'tie':0}
Bot2 = {'win':0, 'lose':0, 'tie':0}
for game_num in range(0,n_games):
print("Playing game " + repr(game_num) + "...")
playerturn = random.randint(0,1)
turn = 0
while not game.won:
boardlist = game.boardlist
if turn%2 == playerturn:
spot = random.randint(0, boardlist_size-1)
while not game.addmark(spot):
spot = random.randint(0, boardlist_size-1)
else:
clf = NN(num_nodes, boardlist_size, boardlist_size)
boardlist = game.boardlist
if turn%2:
probs = clf.probs(-1*boardlist)
else:
probs = clf.probs(boardlist)
spot = np.argmax(probs)
while not game.addmark(spot):
probs[0][spot] = 0
playerturn = 0
while True:
print("")
print("Starting new game!")
turn = 0
game.printboard()
while not game.won:
if turn%2 == playerturn:
print("Player taking turn...")
val = int(raw_input("Please select a cell number: "))
while val > boardlist_size-1 or val < 0 or not game.addmark(val):
val = int(raw_input("Invalid cell number. Please select a cell number: "))
else:
print("AI taking turn...")
spot = clf.predict(game, verbose=True)
game.addmark(spot)
game.printboard()
winner = game.winner()
if winner == 2:
print("It's a tie!")
elif winner == 1:
