Instead of opening Google Docs directly in your browser, you can click on a shortcut on your taskbar or desktop and open the app that way. To do this, open Google Chrome and go to docs.google.com .

Simply download the Zip file, then extract it to the Windows desktop. Alternately, you can extract it elsewhere and create a shortcut that sits on the desktop. Or even in the taskbar if you prefer.