Not all UAE RP holder can travel to Qatar or other GCC country, only those RP that are professional levels like, Doctors, engineers,teachers etc etc are allowed to get visa upon arrival.

This could be the case if you are Qatar RP.

If you really want to travel, get a visit visa from UAE embassy here in qatar in advance.