The use of artificial intelligence and procedural content generation algorithms in mixed reality games is an unexplored space. We posit that these algorithms can enhance the gameplay experience in mixed reality games. We present two prototype games that use procedural content generation to design levels that make use of the affordances in the player's physical environment. The levels produced can be tailored to a user, customizing gameplay difficulty and affecting how the player moves around the real-world environment.

Augmented Reality (AR) environments are those in which digital and physical objects co-exist and can be interacted with in real time. Augmented reality is achieved via headsets or glasses that render digital graphics overlaid on what the user can already see. With the highly anticipated Microsoft HoloLens and Magic Leap headsets, augmented reality and mixed reality is poised to enter the mainstream for the first time. Google Cardboard is already available. Augmented reality -- or more accurately Mixed Reality (MR) -- is already being eyed as the next new innovation in platforms for computer games.