The calculated distance (air line) between Randallstown and Washington is approximately 35 miles respectively 56 kilometers.
By car or train, the actual journey to Washington is certainly longer, as only the direct route (as the crow flies) between Randallstown and Washington has been calculated here.
Air line (approximately)
56 kilometers
30 nautical miles