That was 2016 , Windows Preview Handler is now partial added.. if you active Hover preview and you have a preview handler installed for PDF (by default in windows 10 there is one)
It will show the pdf in a hover window.
If you want to open current location in Windows Explorer. then just type "." (dot) and press return in the command line field.