Mixed-Initiative in Computer Games: Algorithmic Content Creation in Open-ended Worlds

Liam Doherty, Max Whitney, Jurika Shakya, Mayo Jordanov, Patrick Lougheed, David Brokenshire, Shilpi Rao, Samir Menon, Vive Kumar

We provide a general definition of mixed-initiative for application to the area of computer games. This definition is used to provide a survey of the ways in which mixed- initiative has been applied to games up to this point, and where and how mixed-initiative could be applied to improve the quality of games in the future. The need for algorithmic content creation though mixed-initiative interactions is demonstrated, and the application of mixed-initiative interactions to the challenge of developing realistic interactions with computer-controlled agents in an open- ended role-playing game is analyzed.


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