action, win_prob = black_model.get_move(BLACK, Go_Game)
                black_win_prob_history_buffer.append(win_prob)

                print("Black win prob is : ", str(win_prob), " value (-1 ~ 1)")
            else:
                action, win_prob = white_model.get_move(WHITE, Go_Game)
                white_win_prob_history_buffer.append(win_prob)

                print("White win prob is : ", str(win_prob), " value (-1 ~ 1)")

        # - Append move_history
        move_history_history_buffer.append(action)

        # - Act move & get results
        # - Break if game is finished
        if (Go_Game.do_move(action) is True):
            winner, black_go, white_go = Go_Game.get_winner()

            board = np.array(Go_Game.show_result())
            break

        # - Draw game's current state(Board)
        board = np.array(Go_Game.show_result())
        Draw_Plot(board)
        move_count += 1

    # - End of collosseum
    del Go_Game

    # Record History
    if (winner is BLACK):