[HTML][HTML] A review on reinforcement learning for contact-rich robotic manipulation tasks

Í Elguea-Aguinaco, A Serrano-Muñoz… - Robotics and Computer …, 2023 - Elsevier
Research and application of reinforcement learning in robotics for contact-rich manipulation
tasks have exploded in recent years. Its ability to cope with unstructured environments and …

Robust Grasping of a Variable Stiffness Soft Gripper in High-Speed Motion Based on Reinforcement Learning

M Zhu, J Dai, Y Feng - Soft Robotics, 2024 - liebertpub.com
Industrial robots are widely deployed to perform pick-and-place tasks at high speeds to
minimize manufacturing time and boost productivity. When dealing with delicate or fragile …

Geometric reinforcement learning for robotic manipulation

N Alhousani, M Saveriano, I Sevinc… - IEEE …, 2023 - ieeexplore.ieee.org
Reinforcement learning (RL) is a popular technique that allows an agent to learn by trial and
error while interacting with a dynamic environment. The traditional Reinforcement Learning …

Learning and generalising object extraction skill for contact-rich disassembly tasks: an introductory study

A Serrano-Munoz, N Arana-Arexolaleiba… - … International Journal of …, 2023 - Springer
Remanufacturing automation must be designed to be flexible and robust enough to
overcome the uncertainties, conditions of the products, and complexities in the planning and …

Variable Impedance Learning Control With Faster Re-Learning and Reduced Initial Errors in Re-Perturbation for Robots Operating in Divergent Force Fields

SV Jadav, S Riswadkar, SD Kadam… - Proceedings of the …, 2023 - dl.acm.org
In recent years, robots with higher levels of sophistication in controlling the mechanical
impedance of interaction have received increasing attention. These robots can precisely …

[HTML][HTML] Tactile force measurement of fingertips during manual operation to realize precision assembly by industrial robots

H Suzuki, T Yamashita, R Tasaki - Measurement: Sensors, 2021 - Elsevier
In this study, we aim to realize a precision assembly robot system that can perform all kinds
of tasks without failure. Specifically, we focus on fitting precision parts, which is considered …

Adaptivno spajanje delova u tehnologiji robotizovane montaže primenom kinematski redundantnih robota

N Lukić - Универзитет у Београду, 2022 - nardus.mpn.gov.rs
Istraživanje u okviru ove doktorske disertacije fokusirano je na razvoj u oblasti tehnologije
robotizovane montaže, sa ciljem da se antropomorfni manipulacioni robotski sistem učini …

Learning and generalising object extraction skill for contact-rich disassembly tasks: an introductory study

N Arana-Arexolaleiba - 2021 - ebiltegia.mondragon.edu
Remanufacturing automation must be designed to be flexible and robust enough to
overcome the uncertainties, conditions of the products, and complexities in the planning and …

アドミッタンス・インピーダンス制御の機械特性変化に関する定性的解析

藤木拓人, 田原健二 - ロボティクス・メカトロニクス講演会講演概要集 …, 2020 - jstage.jst.go.jp
抄録 Until now, we have proposed a combined control of admittance and impedance
controls which can expand the stable region compared with the traditional admittance, or …