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 …

Modeling of deformable objects for robotic manipulation: A tutorial and review

VE Arriola-Rios, P Guler, F Ficuciello… - Frontiers in Robotics …, 2020 - frontiersin.org
Manipulation of deformable objects has given rise to an important set of open problems in
the field of robotics. Application areas include robotic surgery, household robotics …

Robotic manipulation and sensing of deformable objects in domestic and industrial applications: a survey

J Sanchez, JA Corrales… - … Journal of Robotics …, 2018 - journals.sagepub.com
We present a survey of recent work on robot manipulation and sensing of deformable
objects, a field with relevant applications in diverse industries such as medicine (eg surgical …

Multi-modal sensing and robotic manipulation of non-rigid objects: A survey

F Nadon, AJ Valencia, P Payeur - Robotics, 2018 - mdpi.com
This paper aims to provide a comprehensive survey of recent advancements in modelling
and autonomous manipulation of non-rigid objects. It first summarizes the recent advances …

Model-free vision-based shaping of deformable plastic materials

A Cherubini, V Ortenzi, A Cosgun… - … Journal of Robotics …, 2020 - journals.sagepub.com
We address the problem of shaping deformable plastic materials using non-prehensile
actions. Shaping plastic objects is challenging, because they are difficult to model and to …

Online shape estimation based on tactile sensing and deformation modeling for robot manipulation

J Sanchez, CM Mateo, JA Corrales… - 2018 IEEE/RSJ …, 2018 - ieeexplore.ieee.org
Precise robot manipulation of deformable objects requires an accurate and fast estimation of
their shape as they deform. So far, visual sensing has been mostly used to solve this issue …

Blind manipulation of deformable objects based on force sensing and finite element modeling

J Sanchez, K Mohy El Dine, JA Corrales… - Frontiers in Robotics …, 2020 - frontiersin.org
In this paper, we present a novel pipeline to simultaneously estimate and manipulate the
deformation of an object using only force sensing and an FEM model. The pipeline is …

Sim2real neural controllers for physics-based robotic deployment of deformable linear objects

D Tong, A Choi, L Qin, W Huang… - … Journal of Robotics …, 2024 - journals.sagepub.com
Deformable linear objects (DLOs), such as rods, cables, and ropes, play important roles in
daily life. However, manipulation of DLOs is challenging as large geometrically nonlinear …

Deformable elasto-plastic object shaping using an elastic hand and model-based reinforcement learning

C Matl, R Bajcsy - 2021 IEEE/RSJ International Conference on …, 2021 - ieeexplore.ieee.org
Deformable solid objects such as clay or dough are prevalent in industrial and home
environments. However, robotic manipulation of such objects has largely remained …

RoPotter: Toward Robotic Pottery and Deformable Object Manipulation with Structural Priors

U Yoo, A Hung, J Francis, J Oh… - 2024 IEEE-RAS 23rd …, 2024 - ieeexplore.ieee.org
Humans are capable of continuously manipulating a wide variety of deformable objects into
complex shapes. This is made possible by our intuitive understanding of material properties …