No! Many people believe that to play online games, they must connect to the internet. This is false. It's not necessary to download a game to be able to play it offline.
This feature is called Always ON mode. It turns the game on and automatically downloads any updates or patches that become available. Then you never have to worry about downloading patches or updates.