Learning to Sketch with Deep Q Networks and Demonstrated Strokes
arXiv: Computer Vision and Pattern Recognition, Volume abs/1810.05977, 2018.
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
Full Text (Upload PDF)
PPT (Upload PPT)