Reconnect player in Game Center
You could provide an option to the player that still is connected, to either re-invite, or quit. You could also remove the matchmaking request to the player that left if the other player leaves.
I would go ahead and prevent the reinvite from Player 1 on the same game if I detected Player 2 has used the quit function instead of timing out on a disconnect.