How to Cook These in the Air Fryer: Place the mini burger patties in the air fryer basket. Preheat the air fryer to 350 degrees. Cook for 2-3 minutes, then flip and cook for an additional 3 minutes. Add a piece of cheese on top of each burger, close it, and cook for an additional minute. Remove the burgers from the air fryer and serve warm.