Preheat oven to 400 F. Slice sweet potatoes into slices. In a large bowl, combine brown sugar, cinnamon and olive oil. Place sweet potato slices onto a large greased baking sheet in a single layer.
Bake for 15 minutes. Top with mini marshmallows and bake for another 2-3 minutes.