Modeling, learning, perception, and control methods for deformable object manipulation
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 …
Automating tasks such as food handling, garment sorting, or assistive dressing requires …
A review for control theory and condition monitoring on construction robots
H Shi, R Li, X Bai, Y Zhang, L Min… - Journal of Field …, 2023 - Wiley Online Library
The application of robotic technologies in building construction leads to great convenience
and productivity improvement, and construction robots (CRs) bring enormous opportunities …
and productivity improvement, and construction robots (CRs) bring enormous opportunities …
Challenges and outlook in robotic manipulation of deformable objects
Deformable object manipulation (DOM) is an emerging research problem in robotics. The
ability to manipulate deformable objects endows robots with higher autonomy and promises …
ability to manipulate deformable objects endows robots with higher autonomy and promises …
Learning to rearrange deformable cables, fabrics, and bags with goal-conditioned transporter networks
Rearranging and manipulating deformable objects such as cables, fabrics, and bags is a
long-standing challenge in robotic manipulation. The complex dynamics and high …
long-standing challenge in robotic manipulation. The complex dynamics and high …
Fabricflownet: Bimanual cloth manipulation with a flow-based policy
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 …
deformability of cloth. Our insight is that optical flow, a technique normally used for motion …
Deep imitation learning of sequential fabric smoothing from an algorithmic supervisor
Sequential pulling policies to flatten and smooth fabrics have applications from surgery to
manufacturing to home tasks such as bed making and folding clothes. Due to the complexity …
manufacturing to home tasks such as bed making and folding clothes. Due to the complexity …
Imitating tool-based garment folding from a single visual observation using hand-object graph dynamics
Garment folding is a ubiquitous domestic task that is difficult to automate due to the highly
deformable nature of fabrics. In this article, we propose a novel method of learning from …
deformable nature of fabrics. In this article, we propose a novel method of learning from …
Visuospatial foresight for multi-step, multi-task fabric manipulation
Robotic fabric manipulation has applications in home robotics, textiles, senior care and
surgery. Existing fabric manipulation techniques, however, are designed for specific tasks …
surgery. Existing fabric manipulation techniques, however, are designed for specific tasks …
Enhancing Deformable Object Manipulation By Using Interactive Perception and Assistive Tools
P Zhou - arXiv preprint arXiv:2311.09659, 2023 - arxiv.org
In the field of robotic manipulation, the proficiency of deformable object manipulation lags
behind human capabilities due to the inherent characteristics of deformable objects. These …
behind human capabilities due to the inherent characteristics of deformable objects. These …
Benchmarking bimanual cloth manipulation
Cloth manipulation is a challenging task that, despite its importance, has received relatively
little attention compared to rigid object manipulation. In this letter, we provide three …
little attention compared to rigid object manipulation. In this letter, we provide three …