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        The riddle of togelby

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        Author
        Ashlock, Daniel
        Salge, Christoph
        Attention
        2299/22445
        Abstract
        At the 2017 Artificial and Computational Intelligence in Games meeting at Dagstuhl, Julian Togelius asked how to make spaces where every way of filling in the details yielded a good game. This study examines the possibility of enriching search spaces so that they contain very high rates of interesting objects, specifically game elements. While we do not answer the full challenge of finding good games throughout the space, this study highlights a number of potential avenues. These include naturally rich spaces, a simple technique for modifying a representation to search only rich parts of a larger search space, and representations that are highly expressive and so exhibit highly restricted and consequently enriched search spaces. We treat the creation of plausible road systems, useful graphics, highly expressive room placement for maps, generation of cavern-like maps, and combinatorial puzzle spaces.
        Publication date
        2019-09-26
        Published in
        IEEE Conference on Games 2019, CoG 2019
        Published version
        https://doi.org/10.1109/CIG.2019.8847990
        License
        Other
        Other links
        http://hdl.handle.net/2299/22445
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