No! Many people think they need to connect to the Internet to play video games. However, that is incorrect. All you need to do is install a game once, and you can play it without ever connecting to the web again.
This feature, called Always-On mode, is activated when the game starts. The game automatically downloads new updates and patches as soon as they become available. You don't need to worry about installing patches or updating.