The folder bars you create by dragging folders to the edge can be configured by right clicking the dotted line, for example small icons and/or auto hide. Unfortunately once you uncheck them from the bars list, they're gone with your customisations.
You can right click your taskbar, create new bar, drop files and folders on it and customise, I believe Windows should store those settings.