37 citations · 138 across the 17 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.CV2021
MARVEL: Raster Manga Vectorization via Primitive-wise Deep Reinforcement Learning
Hao Su, Jianwei Niu, Xuefeng Liu +2
Manga is a fashionable Japanese-style comic form that is composed of black-and-white strokes and is generally displayed as raster images on digital devices. Typical mangas have sim…
cs.LG2021★ 37 cited
Stabilizing Deep Q-Learning with ConvNets and Vision Transformers under Data Augmentation
Nicklas Hansen, Hao Su, Xiaolong Wang
While agents trained by Reinforcement Learning (RL) can solve increasingly challenging tasks directly from visual observations, generalizing learned skills to novel environments re…
cs.RO2021★ 3 cited
Reinforcement Learning and Control of a Lower Extremity Exoskeleton for Squat Assistance
S. Luo, G. Androwis, S. Adamovich +2
A significant challenge for the control of a robotic lower extremity rehabilitation exoskeleton is to ensure stability and robustness during programmed tasks or motions, which is c…