I live in DE, we always take 301 down to 50 and across the Bay Bridge. Traffic on 95 around DC is a nightmare no matter when you travel. If you don't mind a slower pace, and some traffic lights, stay on 301 to 207 in Bowling Green and take that to 95, brings you out a bit above Richmond.
Have a great trip!