Mech-Elites: Illuminating the Mechanic Space of GVGAI

11 Feb 2020  ·  Megan Charity, Michael Cerny Green, Ahmed Khalifa, Julian Togelius ·

This paper introduces a fully automatic method of mechanic illumination for general video game level generation. Using the Constrained MAP-Elites algorithm and the GVG-AI framework, this system generates the simplest tile based levels that contain specific sets of game mechanics and also satisfy playability constraints... We apply this method to illuminate mechanic space for $4$ different games in GVG-AI: Zelda, Solarfox, Plants, and RealPortals. read more

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