Go to Settings > Personalization > Themes and on the right side of the window, select Desktop icon settings. This will launch a new window where you can toggle the icons for This PC, your user folder, Network, Control Panel, and the Recycle Bin. While here, you can also change the icons for these shortcuts if you want.
