Yes, you should be able to. Make sure you're in edit application, then at the top left, there should be a list of buttons, of which you'd click widget. Hover over the widget you want to edit and in the lower right corner of the widget's icon, you should see a pencil. Click the pencil and it will open the editing page for the widget.
