1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.RO2023
Uncertainty-aware Risk Assessment of Robotic Systems via Importance Sampling
Woo-Jeong Baek, Tom P. Huck, Joschka Haas +3
In this paper, we introduce a probabilistic approach to risk assessment of robot systems by focusing on the impact of uncertainties. While various approaches to identifying systema…
cs.RO2023
Safety Evaluation of Robot Systems via Uncertainty Quantification
Woo-Jeong Baek, Torsten Kröger
In this paper, we present an approach for quantifying the propagated uncertainty of robot systems in an online and data-driven manner. Especially in Human-Robot Collaboration, keep…
cs.RO2022★ 1 cited
Uncertainty Estimation for Safe Human-Robot Collaboration using Conservation Measures
Woo-Jeong Baek, Christoph Ledermann, Torsten Kröger
We present an online and data-driven uncertainty quantification method to enable the development of safe human-robot collaboration applications. Safety and risk assessment of syste…