Learning to Sketch with Deep Q Networks and Demonstrated Strokes

arXiv: Computer Vision and Pattern Recognition, Volume abs/1810.05977, 2018.

Cited by: 8|Bibtex|Views87
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Abstract:

Doodling is a useful and common intelligent skill that people can learn and master. In this work, we propose a two-stage learning framework to teach a machine to doodle in a simulated painting environment via Stroke Demonstration and deep Q-learning (SDQ). The developed system, Doodle-SDQ, generates a sequence of pen actions to reproduce ...More

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