Navigate to the top right hand corner and click the the 3 lines menu and choose 'Rooms'.
Then find the room you wish to delete and click the 'Delete' button on it's tile.
This will bring up a pop up window asking if you are sure you want to delete the room. Click OK to continue.
The room is now deleted.