Scooby-Doo Meets Batman is a 2002 DVD that has the 2 episodes of Scooby-Doo that have Batman. The episodes were made in the 1970s.
The Dynamic Scooby-Doo Affair has Scooby-Doo and his friends meeting Batman and Robin. They try to stop a crime involving a mysterious and new villain who has a money scheme. The episode also the Joker and Penguin who cause the heroes trouble in their Fun House.
The Caped Crusader Caper has Scooby-Doo and his friends teaming up with Batman and Robin again. The Joker and the Penguin plan on stealing Professor Flakey's flying suit.