def playToTheEnd(p1, p2, logg_moves=False):
""" alternate playing moves between players until the game is over. """
game = GomokuGame(parameters.DEFAULT_SIZE)
p1.color = game.FIRST_PLAYER
p2.color = game.getOtherPlayer(p1.color)
move_nr = 1
while game.winner is None:
if move_nr % 2 == 1:
move = alpha_beta.rootAlphaBeta(game, parameters.DEFAULT_ALPHA_BETA_DEPTH, p1)
color = p1.color
else:
move = alpha_beta.rootAlphaBeta(game, parameters.DEFAULT_ALPHA_BETA_DEPTH, p2)
color = p2.color
valid_move = game.doMove(color, move)
if valid_move:
move_nr += 1
return game
boards = []
moves = []
for game_nr in range(games_played):
game = g.GomokuGame(parameters.DEFAULT_SIZE)
p1 = Player_fast(game.BLACK, random_start=parameters.RANDOM_START)
p2 = Player_fast(game.WHITE)
# Loop until the game is finished
done = False
ai_turn = True
while not done:
# --- Main event loop
if parameters.PLAY_WITH_AI and ai_turn:
move = ai.rootAlphaBeta(game, parameters.DEFAULT_ALPHA_BETA_DEPTH, p1)
validMove = game.doMove(p1.color, move)
if validMove:
ai_turn = False
if show_moves:
print("AI --> X:", move[0], "Y:", move[1])
board_before_move = game.getCorrectBoardArray()
if parameters.PLAY_WITH_AI and parameters.AI_VS_AI and not ai_turn:
move = ai.rootAlphaBeta(game, parameters.DEFAULT_ALPHA_BETA_DEPTH, p2)
validMove = game.doMove(p2.color, move)
if validMove:
boards.append(np.array(board_before_move))
moves.append(np.array(get_flattened_arr_of_move(move, game.size)))
ai_turn = True
print("Starting test nr", game_nr)
# player2 = Player(game.getOtherPlayer(game.FIRST_PLAYER))
# layer_sizes = [400, 10, 1]
# weights, biases = new_ann.convert_all_to_weights_biases(layer_sizes, arr)
# ann = new_ann.neuralnetwork(weights, biases, layer_sizes, activation=[nnet.sigmoid, nnet.sigmoid, nnet.sigmoid])
# ann_player = ANN_Player(game.getOtherPlayer(game.FIRST_PLAYER), ann)
move_nr = 1
start_move_time = time.time()
while game.winner is None:
if move_nr % 2 == 1:
move = alpha_beta.rootAlphaBeta(game, 3, player1)
color = player1.color
else:
move = alpha_beta.rootAlphaBeta(game, 2, player2)
color = player2.color
valid_move = game.doMove(color, move)
if valid_move:
move_nr += 1
# player = game.getOtherPlayer(player)
end_move_time = time.time()
print(game.getPlayerString(color), move, " - Time used:", end_move_time - start_move_time)
start_move_time = time.time()
# print(game.getCorrectBoardArray())
end_time = time.time() - start_time
print(game)
