From Language Games to Drawing Games
October 06, 2020 Β· Declared Dead Β· π arXiv.org
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Authors
Chrisantha Fernando, Daria Zenkova, Stanislav Nikolov, Simon Osindero
arXiv ID
2010.02820
Category
cs.AI: Artificial Intelligence
Cross-listed
cs.LG,
cs.NE
Citations
4
Venue
arXiv.org
Last Checked
4 months ago
Abstract
We attempt to automate various artistic processes by inventing a set of drawing games, analogous to the approach taken by emergent language research in inventing communication games. A critical difference is that drawing games demand much less effort from the receiver than do language games. Artists must work with pre-trained viewers who spend little time learning artist specific representational conventions, but who instead have a pre-trained visual system optimized for behaviour in the world by understanding to varying extents the environment's visual affordances. After considering various kinds of drawing game we present some preliminary experiments which have generated images by closing the generative-critical loop.
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