def play_series(self, agt1, agt2):
player1_wins = 0
for i in range(self.G):
print("[{}>{}]".format("-" * i, "." * (self.G - i - 1)), end="\r")
sm = StateManager(5)
while not sm.is_finished():
player = sm.game.get_current_player()
state = np.array(
[np.concatenate((player, sm.game.board), axis=None)])
if player == 1:
predictions = agt1.predict(state)[0]
else:
predictions = agt2.predict(state)[0]
legal_moves = sm.get_legal_moves()
if len(sm.game.executedMoves) <= 1:
best_move = random.choice(legal_moves)
else:
best_move = self.choose_best_move(predictions, legal_moves)
sm.execute_move(best_move)
if sm.get_winner() == 1:
player1_wins += 1
print("{} won {}/{} against {}.".format(agt1.name, player1_wins,
self.G, agt2.name))
print(np.reshape(sm.game.board, (boardsize, boardsize)))
print(sm.game.executedMoves)
return player1_wins
