Gameplay Overview. Ten cards are dealt to each player at the start of the game, and the remaining cards are arranged face down in rummy slots appthe draw pile on the table. To begin the discard pile, the top card from the draw pile is turned face up. Establishing Runs and Sets. Players take turns drawing cards from the draw or discard piles and discarding one card from their hand onto the discard pile.