Described are casino games that incorporate a player's physical dexterity into gameplay, thus adding a physical skill component to a game, beyond any mental skill components the underlying games already posses. Similarly to the manner in which a player's knowledge of a game's rules and strategies allows the player to increase their chance of winning traditional casino games, the dexterity, or skill based games allow the player to increase their chance of winning by performing game-oriented physical tasks. Examples of games with this feature are a poker game where a player shoots a game gun at a display device to add cards to their hand in hopes of forming a winning hand, and a three dimensional mahjong game where a player rotates a tile structure to find and removing matching tiles in order to increase their score.