A unified deep imitation learning and control framework for robot-assisted sonography
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 …
for experienced sonogra-phers, since it involves motion control and force regulation based …
Learning pose dynamical system for contact tasks under human interaction
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 …
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 …
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
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 …
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
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 …
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 …
incorrect behaviors due to erroneous artificial teaching, resulting in a significant increase in …
A multimodal teleoperation interface for human-robot collaboration
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 …
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
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 …
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 …
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 …