Question: so are the joker and batman brothers?
Answer: That's right: Batman and Joker are half-brothers, at least according to Penny. The movie never explicitly makes clear whether that's true or not. Arthur, donning a red clown nose, pays a visit to Wayne Manor and performs an impromptu magic show for an enthralled young Bruce Wayne (played by Dante Pereira-Olson).