Judging by the pics, I don't know how they are going to pull off a third film without Heath, seeing as Joker is pretty integral to the story. Unless of course he is somehow killed in the final barges scene.
Probably just gets locked up in Arkham. Since we won't see him it'd be nice to hear to hear The Joker laughing in his cell in the third movie.