Towards Game Design via Creative Machine Learning GDCML

Machine learning (ML) systems have seen wide use in the domains of visual art and music for applications such as image and music generation and style transfer… But similar creative ML techniques have not been as widely adopted in the domain of game design despite emergence of ML-based methods for generating game content . In this paper, we argue for leveraging and repurposing such creative techniques for designing content for games via Creative ML (GDCML) We highlight existing systems that enable GDCML and illustrate how creative ML can inform new systems via example applications and a proposed system . We also propose a new system .

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Keywords : creative - ml - gdcml - game - systems -

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