I've been to the Proving Grounds a few times. You are much closer to Baltimore then Philadelphia, so look there for some fun. The Inner Harbor has some fun stuff (bars, clubs, ESPN Zone, Hard Rock Cafe, National Aquarium).

The area around Aberdeen is mostly rural/suburbia...just off I-95.