No, Power-ups are tied to each game and do not transfer into subsequent games. The initial Power-ups dealt to you at the beginning of the game are free, and you may open up the Power-up Store at any time to swap out different Power-ups. You can only use one Power-up per turn. For your best chance of winning, be sure to use all three Power-ups before the game is over!