Main script of Monte Carlo simulation of Monopoly

monopoly-sim.py

opponents = []
n_oppo = 4-1 # a 4-player game has 3 opponents

n_game = 1e6
n_round_mean, n_round_std = get_n_round_stat(n_oppo)

# 1. Create opponents in a list
for _ in range(n_oppo):
    opponents.append(Player())

# 2. Simulate 1,000,000 games
for i in range(round(n_game)): 
    # by creating a new board and cleaning each player's states
    board = Board()
    for player in opponents:
        player.new_game()
        
    # 3. Simulate a random number of rounds per game
    n_round = np.random.normal(n_round_mean, n_round_std)
    for j in range(round(n_round)): 
        # 4. Simulate each turn for each player
        for player in opponents:
            board.turn(player=player)