I’m an avid Win+R user, I use it all the time with a list of common shortcuts in Windows. One thing I try to do is add programs I use often to the list.
To add a program to the list, right click and send a shortcut to the desktop.
Rename the shortcut to whatever you want, just make sure it doesn’t exist already in C:\Windows.
Cut and paste the shortcut to C:\Windows.
Alternatively, you can dig in the registry or modify your %PATH% variable, but this is by far the quickest and easiest way. NOTE: Requires Admin access.