Here is the answer I received from the FAA when I asked this same question:
Thank you for contacting the FAA's Unmanned Aircraft Systems (UAS) Support Center.
Washington, DC, lies within the Flight Restricted Zone, or FRZ, one of the most secure airspace areas in the world. It is possible to...