Add the brussel sprouts to a baking sheet. Drizzle in the olive oil, salt and pepper. Mix well to coat the sprouts. Bake for 2~35 minutes, stirring once in the middle, until the sprouts are roasted and fork tender.
Remove the brussel sprouts from the oven. Stir in the grated Parmesan cheese and serve warm.