Batman: Season 3, Episode 5 - ProjectFreeTV

3 - 5: A Horse of Another Color (2)

Needing money to bet on the Wayne Handicap, Penguin steals the priceless folio of famous parasols from the Gotham City Library and is promptly tricked by Batman into returning it.