Challenges and outlook in robotic manipulation of deformable objects

J Zhu, A Cherubini, C Dune… - IEEE Robotics & …, 2022 - ieeexplore.ieee.org
Deformable object manipulation (DOM) is an emerging research problem in robotics. The
ability to manipulate deformable objects endows robots with higher autonomy and promises …

Applications of machine learning in real-time control systems: a review

X Zhao, Y Sun, Y Li, N Jia, J Xu - Measurement Science and …, 2024 - iopscience.iop.org
Real-time control systems (RTCS) have become an indispensable part of modern industry,
finding widespread applications in fields such as robotics, intelligent manufacturing and …

A Survey on Robotic Manipulation of Deformable Objects: Recent Advances, Open Challenges and New Frontiers

F Gu, Y Zhou, Z Wang, S Jiang, B He - arXiv preprint arXiv:2312.10419, 2023 - arxiv.org
Deformable object manipulation (DOM) for robots has a wide range of applications in
various fields such as industrial, service and health care sectors. However, compared to …

Prediction of Deformations on Elastic Objects Using an LSTM Model

L Vazquez-Aguilar, VE Arriola-Rios - International Conference on …, 2024 - Springer
A volumetric deformable object does not have a fixed representation. Its contour changes as
forces are applied on it. The number of distinctive traits like corners or points of high …

Deformation Modeling for the Robotic Manipulation of 3D Elastic Objects using Physics-Informed Graph Neural Networks

AJ Valencia, P Payeur - 2023 20th Conference on Robots and …, 2023 - ieeexplore.ieee.org
The ability to estimate the motion of objects is crucial for robotic agents to act and interact in
their environments. This is particularly challenging for non-rigid objects, as they exhibit …

Robotic Control for the Manipulation of 3D Deformable Objects

S Rowlands - 2021 - ruor.uottawa.ca
Robotic grasping and manipulation of three-dimensional deformable objects is a complex
task that currently does not have robust and flexible solutions. Deformable objects include a …

[引用][C] Deformable object manipulation (DOM) is an emerging research problem in robotics. The