Don't think so as I invited someone yesterday who is a friend of mine and is in my friends list. He only started playing yesterday so if there is an option to block players I doubt he's found the option or chose to block me.
Perhaps it's because he's to far behind? Him being at RP2 while I'm at RP7? And that only players who are about the same in progress are allowed to join?