Preheat oven to 475 degrees.
Combine potatoes and oil in a medium bowl, tossing to coat potatoes thoroughly.
Combine panko and cheese in a large zip-top bag; add potatoes and shake to coat them well.
Place potatoes on a jelly-roll pan coated with cooking spray; discarding remaining breadcrumb mixture.
Bake for 20 minutes or until browned and crispy.