[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 …

Review on human‐like robot manipulation using dexterous hands

S Kadalagere Sampath, N Wang… - Cognitive Computation …, 2023 - Wiley Online Library
In recent years, human hand‐based robotic hands or dexterous hands have gained
attention due to their enormous capabilities of handling soft materials compared to …

Neural joint space implicit signed distance functions for reactive robot manipulator control

M Koptev, N Figueroa, A Billard - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
In this letter, we present an approach for learning a neural implicit signed distance function
expressed in joint space coordinates, that efficiently computes distance-to-collisions for …

A structured prediction approach for robot imitation learning

A Duan, I Batzianoulis, R Camoriano… - … Journal of Robotics …, 2024 - journals.sagepub.com
We propose a structured prediction approach for robot imitation learning from
demonstrations. Among various tools for robot imitation learning, supervised learning has …

Construction of interaction parallel manipulator: towards rehabilitation massage

H Dong, Y Feng, C Qiu, IM Chen - IEEE/ASME Transactions on …, 2022 - ieeexplore.ieee.org
A massage robot can aid physicians in treating occupational diseases. While massaging, a
robotic manipulator is required to continuously exert desired force according to the …

A Fuzzy Cluster-Based Framework for Robot–Environment Collision Reaction

D Sun, Q Liao - IEEE Transactions on Fuzzy Systems, 2023 - ieeexplore.ieee.org
Environmental collision is a challenging issue in human–robot collaboration. This article
proposes a novel fuzzy cluster-based framework for robots to have reactive responses to …

Type-2 fuzzy model-based movement primitives for imitation learning

D Sun, Q Liao, A Loutfi - IEEE Transactions on Robotics, 2022 - ieeexplore.ieee.org
Imitation learning is an important direction in the area of robot skill learning. It provides a
user-friendly and straightforward solution to transfer human demonstrations to robots. In this …

Study on force control for robot massage with a model-based reinforcement learning algorithm

M Xiao, T Zhang, Y Zou, X Yan, W Wu - Intelligent Service Robotics, 2023 - Springer
When a robot end-effector contacts human skin, it is difficult to adjust the contact force
autonomously in an unknown environment. Therefore, a robot force control algorithm based …

A novel robotic negative pressure therapy method for lymphedema treatment on unstructured surfaces

Z Li, Z Nie, H Zhao, XJ Liu - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Negative pressure (NP) therapy with bandage compression is the primary conservative
treatment for upper and lower limb lymphedema with great efficacy. With the growing …

[HTML][HTML] A study on robot force control based on the GMM/GMR algorithm fusing different compensation strategies

M Xiao, X Zhang, T Zhang, S Chen, Y Zou… - Frontiers in …, 2024 - frontiersin.org
To address traditional impedance control methods' difficulty with obtaining stable forces
during robot-skin contact, a force control based on the Gaussian mixture model/Gaussian …