No, they will not. Window cleaning robots usually do not climb over muntins and mullions or any window dividers. They are laser sensors for detecting the frame or edges and will change direction when they encounter an obstacle. After cleaning a particular glass pane you will have to manually over the robot to another pane for it to be cleaned.