I have always checked our whole family in.
They will usually ask the names of all the people in the room if they are not already on the reservation, the ages of the children in the room (they note whether adult or child on the hotel card) and whether or not you want charging privileges on the cards.
Then they print out all the key cards, slip them into the folder, add the minibar key if you want it, and hand the whole package to you.