No. Some say to leave it topped off, others say to leave just inside of regulation. Nobody seems too worried about it either way. I've had mine for a year and have left it topped off and it hasn't hurt it one bit. I have never lost air pressure either.
Never leave it empty. Air pressure holds the orings in place and keeps out moisture.