CFR / 
Title 41
 / Part 102-34
 / 
Sec. 102-34.110 Must Government motor vehicles use Government license
Yes, you must use Government license plates on Government motor vehicles, with the exception of motor vehicles exempted under Sec. 102-34.160, Sec. 102-34.175 or Sec. 102-34.180.