He posted a link to beginner guides and vocabulary in the description, maybe you should check them out if you want to know the rules.
Go is a very old asian game and its about fighting for territory and yes, its well know but as far as I know much more in asia than in the west. At the end they count how much territory each player has surrounded and calculate points.

Hope this is helpful