How to play Rummy. Press the Play button on the startup screen. The Rummy startup screen. Select number of players: 2 player = You vs a Computer AI Player. 3 player = You vs 2 Computer AI Players 4 player = You vs 3 Computer AI Players. Select game mode in the mode menu. Rummy Rules. The Rummy card game is played by building series of cards