Good News:
I figured out how to give permissions to others than the administrators in Terminal Administration mode.
1- Go to Administrative tool, terminal services configuration
2- Open connections, and right click on RDP-TCP
3- Go to properties and add the group or user.
I tested it with a guest account and it worked.