State-of-the-Art control strategies for robotic PiH assembly

J Jiang, Z Huang, Z Bi, X Ma, G Yu - Robotics and Computer-Integrated …, 2020 - Elsevier
Nowadays, industrial robots have been widely applied for performing position-controlled
tasks with minimum contact such as spot welding, spray painting, packing, and material …

[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 …

The state of the art of search strategies in robotic assembly

J Jiang, L Yao, Z Huang, G Yu, L Wang, Z Bi - Journal of Industrial …, 2022 - Elsevier
Assembly robots have been widely used in the manufacturing industry. However, performing
precise assembly tasks still poses a great challenge for robots due to numerous sources of …

Adaptation of manipulation skills in physical contact with the environment to reference force profiles

FJ Abu-Dakka, B Nemec, JA Jørgensen… - Autonomous …, 2015 - Springer
We propose a new methodology for learning and adaption of manipulation skills that involve
physical contact with the environment. Pure position control is unsuitable for such tasks …

A comparison of types of robot control for programming by demonstration

K Fischer, F Kirstein, LC Jensen… - 2016 11th ACM/IEEE …, 2016 - ieeexplore.ieee.org
Programming by Demonstration (PbD) is an efficient way for non-experts to teach new skills
to a robot. PbD can be carried out in different ways, for instance, by kinesthetic guidance …

[HTML][HTML] Relational reinforcement learning with guided demonstrations

D Martínez, G Alenya, C Torras - Artificial Intelligence, 2017 - Elsevier
Abstract Model-based reinforcement learning is a powerful paradigm for learning tasks in
robotics. However, in-depth exploration is usually required and the actions have to be …

An approach for peg-in-hole assembling using intuitive search algorithm based on human behavior and carried by sensors guided industrial robot

MW Abdullah, H Roth, M Weyrich, J Wahrburg - IFAc-PapersOnLine, 2015 - Elsevier
Automated peg-in-hole assembling approach using Force/Torque sensor and vision system
is presented in this research. The complicity of the assembling task due to parts' geometries …

Learning, improving, and generalizing motor skills for the peg-in-hole tasks based on imitation learning and self-learning

NJ Cho, SH Lee, JB Kim, IH Suh - Applied Sciences, 2020 - mdpi.com
We propose a framework based on imitation learning and self-learning to enable robots to
learn, improve, and generalize motor skills. The peg-in-hole task is important in …

On-line knowledge acquisition and enhancement in robotic assembly tasks

JL Navarro-Gonzalez, I Lopez-Juarez… - Robotics and Computer …, 2015 - Elsevier
Industrial robots are reliable machines for manufacturing tasks such as welding, panting,
assembly, palletizing or kitting operations. They are traditionally programmed by an operator …

Peg-in-hole assembly under uncertain pose estimation

LL Lin, Y Yang, YT Song, B Nemec… - Proceeding of the …, 2014 - ieeexplore.ieee.org
A large part of industrial assembly tasks can be broken down to permutations of Peg-in-Hole
actions. In this paper we compare the success rate of such actions using traditional robot …