You can work on files on a Chrome browser even when you’re not connected to the Internet. Chrome automatically syncs files in Drive, Docs, Sheets, and Slides so you can view and edit files offline.

Full details of how to work with your Google Docs off line can be found here 

https://support.google.com/docs/answer/2375012?hl=en