When I cook hamburgers inside, I do it in a pan on stove top. I usually use worcestershire sauce, but it seems that when I do it gets cooked onto the bottom of the pan. No amount of soaking makes it easier to clean off, I usually just have to use a copper wire pad and it's still rather difficult.
This is in an aluminum pan -- I think. It's not cast iron or non-stick.