Wash your sweet potatoes, and slice them into rounds about a half an inch thick. Light coat them with olive or coconut oil and place them on a baking sheet. Place in the oven for approx. 20 minutes (checking throughout, and flipping once). You want the potatoes to be soft enough to eat, but firm enough to hold up a burger. Cook for a little longer than 20 minutes if needed.