Learning Dynamical Systems Encoding Non-Linearity within Space Curvature

B Fichera, A Billard - arXiv preprint arXiv:2403.11948, 2024 - arxiv.org
Dynamical Systems (DS) are an effective and powerful means of shaping high-level policies
for robotics control. They provide robust and reactive control while ensuring the stability of …

Generation of Conservative Dynamical Systems Based on Stiffness Encoding

T Hou, H Bai, Y Ding, H Ding - arXiv preprint arXiv:2411.01120, 2024 - arxiv.org
Dynamical systems (DSs) provide a framework for high flexibility, robustness, and control
reliability and are widely used in motion planning and physical human-robot interaction. The …

Diffusion-based Virtual Fixtures

C Bilaloglu, T Löw, S Calinon - arXiv preprint arXiv:2411.02169, 2024 - arxiv.org
Virtual fixtures assist human operators in teleoperation settings by constraining their actions.
This extended abstract introduces a novel virtual fixture formulation\emph {on surfaces} for …