Lightly grease a rimmed baking sheet with cooking spray and set aside.
3.
In a large mixing bowl, combine trimmed Brussels sprouts, olive oil, salt and pepper; mix until well combined.
4.
Transfer Brussels sprouts to previously prepared baking sheet; arrange in a single layer and bake for 15 minutes, stirring once or twice during cooking.