The Amtrak goes to union station in DC from there you can get a connecting train to Virginia or take subway to northern Virginia
the MARC train does not but Amtrak does I'm just not sure which one it is... if you're at the train station Aberdeen listen to the boarding call it tells you where they're going
Thanks! Your answer is awaiting moderation.