Nope. The episode "Beware the Creeper" starts with a documentary from Jack Ryder featuring a reconstruction of the Joker's origin as a "nameless gunsel" (and if you know the REAL meaning of that term, you'll get the REAL joke of the scene), who is shown falling into a vat of chemicals whilst raiding a card company and being interrupted by Batman.