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 of physics simulators for robotic applications
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 …
advances in the field. There are now more options available to researchers than ever before …
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 …
Speedfolding: Learning efficient bimanual folding of garments
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 …
due to the complex dynamics and high dimensional configuration space of garments. An …
Furniturebench: Reproducible real-world benchmark for long-horizon complex manipulation
Reinforcement learning (RL), imitation learning (IL), and task and motion planning (TAMP)
have demonstrated impressive performance across various robotic manipulation tasks …
have demonstrated impressive performance across various robotic manipulation tasks …
MotionBenchMaker: A Tool to Generate and Benchmark Motion Planning Datasets
C Chamzas, C Quintero-Pena… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
Recently, there has been a wealth of development in motion planning for robotic
manipulation—new motion planners are continuously proposed, each with their own unique …
manipulation—new motion planners are continuously proposed, each with their own unique …
Ocrtoc: A cloud-based competition and benchmark for robotic grasping and manipulation
In this paper, we propose a cloud-based benchmark for robotic grasping and manipulation,
called the OCRTOC benchmark. The benchmark focuses on the object rearrangement …
called the OCRTOC benchmark. The benchmark focuses on the object rearrangement …
Research challenges and progress in robotic grasping and manipulation competitions
This paper discusses recent research progress in robotic grasping and manipulation in the
light of the latest Robotic Grasping and Manipulation Competitions (RGMCs). We first …
light of the latest Robotic Grasping and Manipulation Competitions (RGMCs). We first …
Visual-tactile learning of garment unfolding for robot-assisted dressing
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 …
activities. An intermediate stage of dressing is to manipulate the garment from a crumpled …
[HTML][HTML] OCRA–An ontology for collaborative robotics and adaptation
Industrial collaborative robots will be used in unstructured scenarios and a large variety of
tasks in the near future. These robots shall collaborate with humans, who will add …
tasks in the near future. These robots shall collaborate with humans, who will add …