B:TB&tB season 3 episode 1 "Joker: The Vile and the Villainous!" Directed by Ben Jones.
This episode even had a title sequence that was "Jokerized" which you can see here:
"Batman: The Brave and the Bold" ™Warner Bros. Animation.