The multi-player included in the base set works by each player facing off against 2 other players. So each player has 2 opponents. You would then alternate play against the 2 opponents. Any player who is also facing off against any of your opponents is an ally and there is a rule whereby allies can assist each other.
With the expansion we're announcing a new multi-player game which plays in the style of 1 player against the rest!!