You can use the offline activation mode in your Steam client to play without an internet connection. You just need to enable it in the settings before you lose your connection. There's a detailed guide explaining the whole process for different platforms on this site
http://gamers-galaxy.com/instructions/offline-activation-on-ubisoft/ .