def main():
game = goboard.GameState.new_game(BOARD_SIZE)
max_depth = int(input('Depth search = '))
max_width = int(input('Width search = '))
step_change = int(
input('Step where will be changed max_width and max_depth:'))
agnt = my_predict.load_prediction_agent(h5py.File(path_model, 'r'))
bot = minimax.AlphaBetaAgent(max_depth=max_depth,
max_width=max_width,
agnt=agnt,
eval_fn=territory_diff)
step = 0
while not game.is_over():
step += 1
print_board(game.board)
if game.next_player == gotypes.Player.black:
human_move = input('-- ').upper() # Nail
print('Step = ', step)
point = point_from_coords(human_move.strip())
move = goboard.Move.play(point)
else:
if step < step_change:
bot = minimax.AlphaBetaAgent(max_depth=3,
max_width=3,
agnt=agnt,
eval_fn=capture_diff)
else:
bot = minimax.AlphaBetaAgent(max_depth=max_depth,
max_width=max_width,
agnt=agnt,
eval_fn=territory_diff)
time_begin = time.time()
move = bot.select_move(game, agnt)
time_select = time.time() - time_begin
print('Time selection move = ', time_select)
print('Step = ', step, ' Depth = ', max_depth, ' Width = ',
max_width)
res, tb, tw = territory(game)
print('Game current result = ', res)
print_move(game.next_player, move)
game = game.apply_move(move)
def main():
game = goboard.GameState.new_game(BOARD_SIZE)
bot = minimax.AlphaBetaAgent(3, capture_diff)
while not game.is_over():
print_board(game.board)
if game.next_player == gotypes.Player.white:
human_move = input('-- ')
point = point_from_coords(human_move.strip())
move = goboard.Move.play(point)
else:
move = bot.select_move(game)
print_move(game.next_player, move)
game = game.apply_move(move)
def main():
print("******************************************************************")
print("* *")
print("* <3 <3 <3 <3 <3 WELCOME TO GAME GO <3 <3 <3 <3 <3 *")
print("* *")
print("******************************************************************")
print("* *")
print("* 1. Play game on terminal *")
print("* *")
print("* a. Human vs Bot AlphaBeta on Board 9x9 *")
print("* b. Human vs Bot Depthprune on Board 9x9 *")
print("* c. Human vs Bot MCTS on Board 9x9 *")
print("* d. Bot AlphaBeta vs Bot MCTS on Board 9x9 *")
print("* *")
print("* 2. Play game on web *")
print("* *")
print("* a. Human vs Bot MCTS on Board 9x9 *")
print("* b. Human vs Bot DeepLearning on Board 19x19 *")
print("* *")
print("******************************************************************")
print(" ")
print(" ***************************************** ")
print(" ")
choices_A = int(input(" Choose Terminal or Web: "))
choices_B = input(" Choose type bot: ")
print(" ")
print(" ***************************************** ")
BOARD_SIZE = 9
game = goboard.GameState.new_game(BOARD_SIZE)
if choices_A == 1:
if choices_B == 'a':
bot = minimax.AlphaBetaAgent(4, capture_diff)
if choices_B == 'b':
bot = minimax.DepthPrunedAgent(4, capture_diff)
if choices_B == 'c':
bot = mcts.MCTSAgent(500, temperature=1.4)
if choices_B == 'd':
bots = {
gotypes.Player.black: minimax.AlphaBetaAgent(4, capture_diff),
gotypes.Player.white: mcts.MCTSAgent(500, temperature=1.4),
}
while not game.is_over():
time.sleep(0.3)
print_board(game.board)
bot_move = bots[game.next_player].select_move(game)
print_move(game.next_player, bot_move)
game = game.apply_move(bot_move)
if choices_B == 'a' or choices_B == 'b' or choices_B == 'c':
while not game.is_over():
print_board(game.board)
if game.next_player == gotypes.Player.black:
human_move = input('-- ')
point = point_from_coords(human_move.strip())
move = goboard.Move.play(point)
else:
move = bot.select_move(game)
print_move(game.next_player, move)
game = game.apply_move(move)
else:
if choices_B == 'a':
bot = mcts.MCTSAgent(700, temperature=1.4)
web_app = get_web_app({'mcts': bot})
web_app.run()