def main():
board_size = 3
game = GameState.new_game(board_size)
bots = {
Player.black: MCTSAgent(362000, 1., 128),
Player.white: MCTSAgent(362000, 1., 128),
# Player.black : MinimaxAgent(5, None),
# Player.white : MinimaxAgent(5, None),
}
while not game.is_over():
time.sleep(0.1)
print_board(game.board)
bot_move = bots[game.nplayer].select_move(game)
print_move(game.nplayer, bot_move)
game = game.apply_move(bot_move)
print_board(game.board)
winner = game.winner()
if winner is None:
print("Tie")
elif winner == Player.black:
print("Black won")
else:
print("White won")
def main():
args = parse_args()
agent = load_agent(args)
board_size = args.board_size
game = GameState.new_game(board_size)
if args.playas == 'black':
human_play = Player.black
elif args.playas == 'white':
human_play = Player.white
else:
raise ValueError('Unknown option for playas: {}'.format(args.playas))
while not game.is_over():
print_board(game.board)
if game.nplayer == human_play:
human_move = input('-- ')
if len(human_move) > 1:
point = point_from_coord(human_move.strip())
move = Move.play(point)
else:
move = Move.pass_turn()
else:
move = agent.select_move(game)
print_move(game.nplayer, move)
game = game.apply_move(move)
winner = game.winner()
if winner is None:
print("Tie")
elif winner == Player.black:
print("Black win")
else:
print("White win")
def main():
board_size = 9
game = GameState.new_game(board_size)
bots = {
# Player.black : RandomAgent(),
# Player.white : RandomAgent(),
Player.black:
FastRandomAgent(board_size),
Player.white:
FastRandomAgent(board_size),
}
while not game.is_over():
time.sleep(0.1) # slow down so we can observe
#print(chr(27) + "[2J") #clear screen
print_board(game.board)
bot_move = bots[game.nplayer].select_move(game)
print_move(game.nplayer, bot_move)
game = game.apply_move(bot_move)
winner = game.winner()
if winner is None:
print("Tie")
elif winner == Player.black:
print("Black win")
else:
print("White win")
def main():
args = parse_args()
board_size = args.size
game = GameState.new_game(board_size)
#bot = RandomAgent()
bot = MCTSAgent(100, 1., 64)
while not game.is_over():
print_board(game.board)
if game.nplayer == Player.black:
human_move = input('-- ')
if len(human_move) > 1:
point = point_from_coord(human_move.strip())
move = Move.play(point)
else:
move = Move.pass_turn()
else:
move = bot.select_move(game)
print_move(game.nplayer, move)
game = game.apply_move(move)
winner = game.winner()
if winner is None:
print("Tie")
elif winner == Player.black:
print("Black win")
else:
print("White win")
def generate_game(board_size, rounds, max_moves, temperature):
boards, moves = [], []
encoder = get_encoder_by_name('oneplane', board_size)
game = GameState.new_game(board_size)
bot = MCTSAgent(100, 1., 1)
num_moves = 0
while not game.is_over():
print_board(game.board)
move = bot.select_move(game)
if move.is_play:
boards.append(encoder.encode(game))
move_one_hot = np.zeros(encoder.num_points())
move_one_hot[encoder.encode_point(move.pt)] = 1
moves.append(move_one_hot)
print_move(game.nplayer, move)
game = game.apply_move(move)
num_moves += 1
if num_moves > max_moves:
break
return np.array(boards), np.array(moves)
def main():
board_size = 3
game = GameState.new_game(board_size)
#bot = MinimaxAgent(5, None)
bot = MCTSAgent(362000, 0.1, 64)
while not game.is_over():
print_board(game.board)
if game.nplayer == Player.black:
human_move = input('-- ')
point = point_from_coord(human_move.strip())
move = Move.play(point)
else:
move = bot.select_move(game)
print_move(game.nplayer, move)
game = game.apply_move(move)
print_board(game.board)
winner = game.winner()
if winner is None:
print("Tie")
elif winner == Player.black:
print("Human won")
else:
print("Bot won")