Friends Appearing Offline, while both are in-game on the client.

Anyone else having issues with inviting friends to play together with me? My one friend has tried multiple times restarting our games/clients to try and ask one another, but has had no success in doing so, it just said on our profiles in-game that no friends are online.  Any tips on how we can solve this issue are appreciated!