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Maximilian Stölzle

5 accepted papers

2026

Contact-Aware Safety in Soft Robots Using High-Order Control Barrier and Lyapunov Functions

ICRA 2026poster

Robots operating alongside people, particularly in sensitive scenarios such as aiding the elderly with daily tasks or collaborating with workers in manufacturing, must guarantee safety and cultivate user trust. Continuum soft manipulators promise safety through material compliance, but as designs ev…

2025

Contact-Aware Safety in Soft Robots Using High-Order Control Barrier and Lyapunov Functions

RA-L 2025

Robots operating alongside people, particularly in sensitive scenarios such as aiding the elderly with daily tasks or collaborating with workers in manufacturing, must guarantee safety and cultivate user trust. Continuum soft manipulators promise safety through material compliance, but as designs ev

Cited by 7SourceScholar
2024

Input-to-State Stable Coupled Oscillator Networks for Closed-form Model-based Control in Latent Space

NeurIPS 2024spotlight

Even though a variety of methods have been proposed in the literature, efficient and effective latent-space control (i.e., control in a learned low-dimensional space) of physical systems remains an open challenge. We argue that a promising avenue is to leverage powerful and well-understood closed-fo…

2022

Reconstructing Occluded Elevation Information in Terrain Maps With Self-Supervised Learning

RA-L 2022

Accurate and complete terrain maps enhance the awareness of autonomous robots and enable safe and optimal path planning. Rocks and topography often create occlusions and lead to missing elevation information in the Digital Elevation Map (DEM). Currently, these occluded areas are either fully avoided

Cited by 19SourceScholar
2021

Learn to Path: Using neural networks to predict Dubins path characteristics for aerial vehicles in wind

ICRA 2021poster

For asymptotically optimal sampling-based path planners such as RRT*, path quality improves as the number of samples added to the motion tree increases. However, each additional sample requires a nearest-neighbor search. Calculating state transition costs can be particularly difficult in cases with…

Cited by 2SourceScholar