I microwave them - they cook through, are tender and not dry and not burnt. Put whatever seasoning you fancy on them and enjoy (I just like a little butter and salt).
I get the microwavable bag of baby Brussels sprouts from Aldi 6 minutes then dump em in a bowl with a couple of pats of butter. My favorite veggie!