Enhancing free-space transparency with discrete energy-based compensation in physical human-robot interaction

SH Lee, JM Baek, H Moon, HR Choi, JC Koo - Robotics and Autonomous …, 2025 - Elsevier
In physical human–robot interaction (pHRi), free-space transparency reflects how accurately
a robot interprets and follows human motion intentions. This paper presents a novel discrete …

Human-in-the-Loop Robot Learning for Smart Manufacturing: A Human-Centric Perspective

H Chen, S Li, J Fan, A Duan, C Yang… - IEEE Transactions …, 2025 - ieeexplore.ieee.org
Robot learning has attracted an ever-increasing attention by automating complex tasks,
reducing errors, and increasing production speed and flexibility, which leads to significant …

A Probabilistic Model for Skill Acquisition with Switching Latent Feedback Controllers

J Zhang, D Kulic, M Burke - arxiv preprint arxiv:2410.14191, 2024 - arxiv.org
Manipulation tasks often consist of subtasks, each representing a distinct skill. Mastering
these skills is essential for robots, as it enhances their autonomy, efficiency, adaptability, and …