I don't have Muscovy ducks, but I have a Pekin who is the same way, but ONLY during breeding season when his hormones get the best of him. The rest of the time he is as sweet as pie.
I would do what the above poster suggested, and be the dominant one. If walking towards him doesn't work, then...