A unified deep imitation learning and control framework for robot-assisted sonography

W Si, C Guo, N Wang, M Yang… - … on Development and …, 2023 - ieeexplore.ieee.org
Medical ultrasound scanning is a challenging dexterous manipulation task for robots, even
for experienced sonogra-phers, since it involves motion control and force regulation based …

Learning pose dynamical system for contact tasks under human interaction

S Yang, X Gao, Z Feng, X Xiao - Actuators, 2023 - mdpi.com
Robots are expected to execute various operation tasks like a human by learning human
working skills, especially for complex contact tasks. Increasing demands for human–robot …

Optimization method for human-robot command combinations of hexapod robot based on multi-objective constraints

X Chen, B You, Z Dong - Frontiers in Neurorobotics, 2024 - frontiersin.org
Due to the heavy burden on human drivers when remotely controlling hexapod robots in
complex terrain environments, there is a critical need for robot intelligence to assist in …

Robot Learning from Multiple Demonstrations Based on Generalized Gaussian Mixture Model

J Dong, W Si, N Wang, C Yang - 2023 28th International …, 2023 - ieeexplore.ieee.org
The quality of skills learned by robots from demonstrations depends on the level of
demonstration by the instructor, while models such as Dynamic Motion Primitives (DMP) are …

Learning Stable Nonlinear Dynamics and Interactive Force-Aware Variable Impedance Control for Robotic Contact Tasks

H Wu, X Zhai, X Wu, S Gu, Z Liao, Z Xu, J Pan… - Procedia Computer …, 2023 - Elsevier
This paper presents a novel approach for efficient robot programming in tasks such as
polishing and grinding, which addresses the challenges of stability and adaptability in robot …

Lightweight Imitation Learning Algorithm with Error Recovery for Human Direction Correction

M Zhu, H She, W Si, C Li - 2024 29th International …, 2024 - repository.essex.ac.uk
Existing imitation learning methods for human directional corrections may lead to learning
incorrect behaviors due to erroneous artificial teaching, resulting in a significant increase in …

A multimodal teleoperation interface for human-robot collaboration

W Si, T Zhong, N Wang, C Yang - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Human-robot collaboration provides an effective approach to combine human intelligence
and the autonomy of robots, which can improve the safety and efficiency of the robot …

Deformation-Aware Contact-Rich Manipulation Skills Learning and Compliant Control

W Si, C Guo, J Dong, Z Lu, C Yang - International Workshop on Human …, 2022 - Springer
In this paper, we study a vision-based reactive adaptation method for contact-rich
manipulation tasks, based on the compliant control and learning from demonstration. For …

[HTML][HTML] 机器人化复合材料自动铺层技术综述

郭鹏, 杨辰光, 李祥利, 章艺, 李淼 - 自动化学报, 2024 - aas.net.cn
碳纤维增强复合材料(Carbon fiber-reinforced composite, CFRC) 因具有轻质高强, 耐腐蚀,
耐冲击等优越性能, 在生产生活中的应用已越来越广泛, 然而复材产品的生产制造仍是劳动密集 …