Set-based State Estimation with Probabilistic Consistency Guarantee under Epistemic Uncertainty

Shen Li, Theodoros Stouraitis, Michael Gienger +2

Consistent state estimation is challenging, especially under the epistemic uncertainties arising from learned (nonlinear) dynamic and observation models. In this work, we propose a…