A black-box physics-informed estimator based on gaussian process regression for robot inverse dynamics identification

G Giacomuzzo, R Carli, D Romeres… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Learning the inverse dynamics of robots directly from data, adopting a black-box approach,
is interesting for several real-world scenarios where limited knowledge about the system is …

Learning Controllers for Continuum Soft Manipulators: Impact of Modeling and Looming Challenges

E Falotico, E Donato, C Alessi, E Setti… - Advanced Intelligent …, 2024 - Wiley Online Library
Soft manipulators, renowned for their compliance and adaptability, hold great promise in
their ability to engage safely and effectively with intricate environments and delicate objects …

[HTML][HTML] Design and Analysis of a Symmetric Joint Module for a Modular Wire-Actuated Robotic Arm with Symmetric Variable-Stiffness Units

C Qian, K Yang, Y Ruan, J Hu, Z Shao, C Wang, C Xie - Symmetry, 2024 - mdpi.com
Collaborative robots are used in scenarios requiring interaction with humans. In order to
improve the safety and adaptability of collaborative robots during human–robot interaction …