Modeling, learning, perception, and control methods for deformable object manipulation

H Yin, A Varava, D Kragic - Science Robotics, 2021 - science.org
Perceiving and handling deformable objects is an integral part of everyday life for humans.
Automating tasks such as food handling, garment sorting, or assistive dressing requires …

A review of physics simulators for robotic applications

J Collins, S Chand, A Vanderkop, D Howard - IEEE Access, 2021 - ieeexplore.ieee.org
The use of simulators in robotics research is widespread, underpinning the majority of recent
advances in the field. There are now more options available to researchers than ever before …

Unfolding the literature: A review of robotic cloth manipulation

A Longhini, Y Wang, I Garcia-Camacho… - Annual Review of …, 2024 - annualreviews.org
The realm of textiles spans clothing, households, healthcare, sports, and industrial
applications. The deformable nature of these objects poses unique challenges that prior …

Fabricflownet: Bimanual cloth manipulation with a flow-based policy

T Weng, SM Bajracharya, Y Wang… - … on Robot Learning, 2022 - proceedings.mlr.press
We address the problem of goal-directed cloth manipulation, a challenging task due to the
deformability of cloth. Our insight is that optical flow, a technique normally used for motion …

Speedfolding: Learning efficient bimanual folding of garments

Y Avigal, L Berscheid, T Asfour… - 2022 IEEE/RSJ …, 2022 - ieeexplore.ieee.org
Folding garments reliably and efficiently is a long standing challenge in robotic manipulation
due to the complex dynamics and high dimensional configuration space of garments. An …

Research challenges and progress in robotic gras** and manipulation competitions

Y Sun, J Falco, MA Roa, B Calli - IEEE robotics and automation …, 2021 - ieeexplore.ieee.org
This paper discusses recent research progress in robotic gras** and manipulation in the
light of the latest Robotic Gras** and Manipulation Competitions (RGMCs). We first …

Visual-tactile learning of garment unfolding for robot-assisted dressing

F Zhang, Y Demiris - IEEE Robotics and Automation Letters, 2023 - ieeexplore.ieee.org
Assistive robots have the potential to support disabled and elderly people in daily dressing
activities. An intermediate stage of dressing is to manipulate the garment from a crumpled …