In a skillet, brown beef; drain. Transfer to a greased 2 quart casserole. Add the next 8 ingredients. Cover and bake at 350 for 1 hour or until rice is tender. Uncover and sprinkle with the cheese; return to the oven until cheese melts, about 5 minutes.