Yes, it is possible to do that. However, since there is no merit for not putting it, it is recommended to bring at least 1 in a deck, and put it out at the game preparation.
"Player Cards" are only used as a marking, and it is possible to play the game without them. However, you cannot use the ability of cards that refer to the card name of a "Player Card" in that case.