Go to training mode and
select "Shooting Range". When in the shooting range,
select any weapon that you want while in your armor.
Next, go to "Favorites" and save inventory. Exit
training mode and go to terminal. Select "Favorites"
and choose the inventory you saved. You should have
your weapons.