No, but you can enable a waiting room. To do that, just click on the settings icon, click "Room Details" and scroll down to "Lock Room". From there, make sure to set the room to locked. A room host will have to admit any visitor from a waiting room.
This locks the room and prevents any unwanted guests from entering.