When a player goes out, the goal is to meld these combinations and reduce the total value of unmelded cards in your hand. Two to six players can play thebaby game game, and there are several variations, such as Gin Rummy, Indian Rummy, and Kalooki. The basic ideas are always the same, even though each variation has its own set of guidelines and subtleties. In order to get better hands while also watching their opponents, players alternately draw and discard cards.