| from othello import Game, AlphaBetaBot |
| import tqdm |
|
|
|
|
| def run_match(bot1, bot2): |
| game = Game.default() |
| while not game.state.ended: |
| bot = bot1 if game.state.player == "B" else bot2 |
| pos = bot.find_move(game) |
| if pos >= 0: |
| game.make_move(pos) |
| else: |
| game.pass_move() |
| w, b = game.state.white_score, game.state.black_score |
| return 1 if b > w else 2 if w > b else 0 |
|
|
|
|
| def run_matches(bot1, bot2, n): |
| cnts = [0, 0, 0] |
| for _ in tqdm.tqdm(range(n)): |
| result = run_match(bot1, bot2) |
| cnts[result] += 1 |
| return cnts |
|
|
|
|
| def _str(bot): |
| return f"AlphaBetaBot({bot.depth}, {bot.exhaustive_depth})" |
|
|
|
|
| if __name__ == "__main__": |
| for i in range(2, 10): |
| bot1 = AlphaBetaBot(i, 14) |
| bot2 = AlphaBetaBot(i + 1, 14) |
| print(f"{_str(bot1)} vs {_str(bot2)})") |
| draw, win, lost = run_matches(bot1, bot2, 10) |
| print(f"Win: {win} | Draw: {draw} | Lost: {lost}") |
| print("----") |
|
|
| print(f"{_str(bot2)} vs {_str(bot1)})") |
| draw, win, lost = run_matches(bot2, bot1, 10) |
| print(f"Win: {win} | Draw: {draw} | Lost: {lost}") |
| print("----") |
|
|
