Towards human-level bimanual dexterous manipulation with reinforcement learning

Y Chen, T Wu, S Wang, X Feng… - Advances in …, 2022 - proceedings.neurips.cc
Achieving human-level dexterity is an important open problem in robotics. However, tasks of
dexterous hand manipulation even at the baby level are challenging to solve through …

[HTML][HTML] A survey of robot manipulation in contact

M Suomalainen, Y Karayiannidis, V Kyrki - Robotics and Autonomous …, 2022 - Elsevier
In this survey, we present the current status on robots performing manipulation tasks that
require varying contact with the environment, such that the robot must either implicitly or …

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 …

Classical and deep learning based visual servoing systems: a survey on state of the art

Z Machkour, D Ortiz-Arroyo, P Durdevic - Journal of Intelligent & Robotic …, 2022 - Springer
Computer vision, together with bayesian estimation algorithms, sensors, and actuators, are
used in robotics to solve a variety of critical tasks such as localization, obstacle avoidance …

Multichannel haptic feedback unlocks prosthetic hand dexterity

MA Abd, J Ingicco, DT Hutchinson, E Tognoli… - Scientific reports, 2022 - nature.com
Loss of tactile sensations is a major roadblock preventing upper limb-absent people from
multitasking or using the full dexterity of their prosthetic hands. With current myoelectric …

A bimanual manipulation taxonomy

F Krebs, T Asfour - IEEE Robotics and Automation Letters, 2022 - ieeexplore.ieee.org
The ability of humans to bimanually manipulate objects is unprecedented and has not been
matched by robots yet. The goal-oriented coordination requires the consideration of both …

Digital twins and ai in smart motion control applications

M Čech, AJ Beltman, K Ozols - 2022 IEEE 27th international …, 2022 - ieeexplore.ieee.org
Recently, smart system integration was identified as a key competence for optimizing
machines and robots. However, when one wants to'tune'the entire production process a step …

Dual-arm control for coordinated fast grabbing and tossing of an object: Proposing a new approach

M Bombile, A Billard - IEEE Robotics & Automation Magazine, 2022 - ieeexplore.ieee.org
Picking up objects and tossing them on a conveyor belt are activities generated on a daily
basis in industry. These tasks are still done largely by humans. This article proposes a …

Adaptive variable impedance control of dual-arm robots for slabstone installation

H Hu, J Cao - ISA transactions, 2022 - Elsevier
The conventional dual-arm cooperative control method employed in the construction field
cannot adequately meet the requirements of high precision and adaptability because of the …