By default, Windows 2008/20012 R2 servers allow two simultaneous Remote Desktop sessions. You may choose to disable multiple RDP sessions if desired. If only one session is available and you take over another person’s live session, you may choose to enable multiple RDP sessions.
Enable Multiple RDP Sessions
Ok, Now you will need to log out then log in again,