ProceduralLevelGenerationfor创新.PDFVIP

Preprint of the paper accepted to the 2016 AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment Procedural Level Generation for Augmented Reality Games Sasha Azad, Carl Saldanha, Cheng-Hann Gan, and Mark O. Riedl School of Interactive Computing, Georgia Institute of Technology {sasha.azad; csalanha3; gan; riedl}@ Abstract by accounting for the specific configuration of players’ Mixed reality games are those in which virtual graphical assets unique physical environments. Procedural content genera- are overlaid on the physical world. We explore the use of proce- tion is the use of algorithms to automate the production of dural content generation to enhance the gameplay experience in a various aspects of computer games, such as terrain, levels, prototype mixed reality game. Procedural content generation is missions, weapons, and monsters. Artificial intelligence used to design levels that make use of the affordances in the play- approaches to PCG treat the creation of game content as an er’s physical environment. Levels are tailored to gameplay diffi- culty and to affect how the player moves their physical body in optimization problem—the attempt to find a set of parame- the real world. ters for a specific type of content that maximizes an eval- uation function. H