[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 …

An AR-assisted Deep Reinforcement Learning-based approach towards mutual-cognitive safe human-robot interaction

C Li, P Zheng, Y Yin, YM Pang, S Huo - Robotics and Computer-Integrated …, 2023 - Elsevier
With the emergence of Industry 5.0, the human-centric manufacturing paradigm requires
manufacturing equipment (robots, etc.) interactively assist human workers to deal with …

Multimodality driven impedance-based sim2real transfer learning for robotic multiple peg-in-hole assembly

W Chen, C Zeng, H Liang, F Sun… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Robotic rigid contact-rich manipulation in an unstructured dynamic environment requires an
effective resolution for smart manufacturing. As the most common use case for the …

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 …

增强现实辅助的互认知人机安全交互系统

P Zheng, C Li, Y Yin, R Zhang, J Bao… - … Xuebao/Journal of …, 2023 - research.polyu.edu.hk
In modern manufacturing, the interaction and symbiosis between humans and the industrial
robot are one of the foci of smart manufacturing. During human-robot interaction (HRI), the …

RoboToy Demoulding: Robotic Demoulding System for Toy Manufacturing Industry

D Sánchez Martínez, CA Jara, F Gomez-Donoso - 2023 - rua.ua.es
Industrial environments and product manufacturing processes are currently being
automated and robotized. Nowadays, it is common to have robots integrated in the …

Innovación en la industria juguetera: sistema robótico para el desmoldeo

D Sánchez, CA Jara, F Gómez-Donoso - XLIV Jornadas de Automática, 2023 - ruc.udc.es
Este trabajo presenta un nuevo sistema robótico desarrollado para automatizar la tarea de
desmoldeo en la industria juguetera, que suele requerir mucha mano de obra y ser …