Preheat the oven to 450 degrees F. Combine the parmesan cheese, paprika, salt and pepper to taste.
Place the potatoes in a medium bowl coated with cooking spray.
Sprinkle the potatoes with the cheese mixture, tossing well.
Arrange the potatoes in a single layer on a baking sheet coated with cooking spray.
Bake at 450 degrees F for about 13 minutes (or until tender).