arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2004.01697cs.HCcs.AI
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Designer Modeling through Design Style Clustering

Malmö University(马尔默大学);New York University(纽约大学)

Alberto Alvarez, Jose Font, Julian Togelius

英文摘要:

We propose modeling designer style in mixed-initiative game content creation tools as archetypical design traces. These design traces are formulated as transitions between design styles; these design styles are in turn found through clustering all intermediate designs along the way to making a complete design. This method is implemented in the Evolutionary Dungeon Designer, a research platform for mixed-initiative systems to create adventure and dungeon crawler games. We present results both in the form of design styles for rooms, which can be analyzed to better understand the kind of rooms designed by users, and in the form of archetypical sequences between these rooms, i.e., Designer Personas.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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