def assess(self, other):
for c1 in self.chromosomes:
for c2 in other.chromosomes:
# print("new battle")
for games in range(10):
p1 = Players.Chromo("O", c1)
p2 = Players.Chromo("X", c2)
players = [p1, p2]
gb = GameBoard()
while True:
active, nextP = players[gb.turnState], players[(gb.turnState + 1) % 2]
move = active.make_move(gb)
# print(move)
# gb.print_board()
gb.place_piece(move)
gb.increment_turn()
r = gb.get_results()
if r == "O":
# gb.print_board()
c1.update(1)
c2.update(-1)
break
if r == "X":
# gb.print_board()
c1.update(-1)
c2.update(1)
break
if r == "-":
c1.update(.2)
c2.update(.2)
break
gb.switch_turn()
def play_tic_tac_toe():
gb = GameBoard()
gb.turnNumber = random.choice([0, 1])
# gb.print_board()
while True:
# print()
currPlayer, otherPlayer = activePlayer[gb.turnNumber], activePlayer[(gb.turnNumber + 1) % 2]
coord = currPlayer.make_move(gb)
gb.place_piece(coord)
results = gb.get_results()
if results == currPlayer.piece:
currPlayer.update(1, gb)
otherPlayer.update(-1, gb)
break
if results == "-": # tie game
currPlayer.update(0.5, gb)
otherPlayer.update(0.5, gb)
break
otherPlayer.update(0, gb)
if player[0] != "persona" or player[1] != "persona":
gb.print_board()
gb.switch_turn()
def train(numberOfGames):
gb = GameBoard()
p1 = Players.Merlin("O")
p2 = Players.Merlin("X")
players = [p1, p2]
for i in range(numberOfGames):
if i % 100 == 0:
print(i)
gb = GameBoard()
gb.turnNumber = random.choice([0, 1])
while True:
# gb.print_board()
active, nextP = players[gb.turnNumber], players[(gb.turnNumber + 1) % 2]
move = active.make_move(gb)
gb.place_piece(move)
r = gb.get_results()
# print(r)
if r == "O" or r == "X":
active.update(1, gb)
nextP.update(-1, gb)
break
if r == "-":
active.update(0, gb)
nextP.update(0, gb)
break
active.update(0, gb)
nextP.update(0, gb)
gb.switch_turn()
p2.write_history()
def play_vs_merlin(numberOfGames):
p1 = Players.Player("O")
p2 = Players.Merlin("X", learning = False)
players = [p1, p2]
for i in range(numberOfGames):
gb = GameBoard()
gb.turnNumber = random.choice([0, 1])
while True:
gb.print_board()
move = players[gb.turnNumber].make_move(gb)
gb.place_piece(move)
gb.switch_turn()
if (gb.get_results() != None):
break
def play(numberOfGames):
p1 = Players.Player("O")
p2 = Players.Player("X")
players = [p1, p2]
for i in range(numberOfGames):
gb = GameBoard()
while True:
print(gb.valid_actions())
gb.print_board()
move = players[gb.turnNumber].make_move(gb)
gb.place_piece(move)
if (gb.get_results() != None):
break
gb.switch_turn()
# print(gb.turnNumber)
if mbd and not mbdPrev or False:
if gb.is_valid_move(players[turn].make_move(gb)):
gb.place_piece(players[turn].make_move(gb))
results = gb.get_results()
if results != None:
print(results)
# p2.end_game(gb, results)
# p1.end_game(gb, results)
gb = GameBoard()
gb.turnNumber = random.choice([0, 1])
if count == 1000:
done = True
else:
gb.switch_turn()
# --- Drawing code
screen.fill(WHITE)
for i in range(3):
for j in range(3):
pygame.draw.rect(screen, colors[cellStates.index(gb.board[i][j])], [i * SQUARE_SIZE, j * SQUARE_SIZE, 200, 200], 0)
mbdPrev = mbd
# pygame.draw.rect(screen, RED, [i * SQUARE_SIZE, j * SQUARE_SIZE, 200, 200], 0)