The goal of the game is to reach the required number of points (depending on Settings) before your opponents.
The goal of each round is to:
Be the first player to go out by playing all your cards, either by playing melds or laying off individual cards. The player who goes out is the only player who scores points.
Minimize the value of the cards in your hand, in order to reduce the number of points that other players can score by going out.