Bring a large pot of water to a boil. Add peeled sweet potatoes, and boil for about 4 minutes. Remove from water, and cut into 1/2 inch slices. Melt butter in a large frying pan over medium heat. Stir in brown sugar until dissolved, adding more butter if necessary. Add sweet potatoes, and fry until golden brown and fork tender, turning occasionally.