Absolutely. Roasting brussels sprouts in the air fryer is easy. Simply preheat the air fryer to 375°F for 2-3 minutes. Oil and season your quartered brussels sprouts and place them in the basket of the air fryer in a single layer. Air fry the brussels sprouts for 15 minutes, shaking every 5 minutes or so.