Team Logo. The Auburn Astros were a team in the New York-Penn League. They were the Short-Season A affiliate of the Houston Astros. In 1996 they changed their name to the Auburn Doubledays. Retrieved from "https://prosportsteams.fandom.com/wiki/Auburn_Astros?oldid=10550" Categories: Former NYPL Teams Teams in New York Add category Cancel Save Community content is available under CC-BY-SA unless otherwise noted.