Alexandra Baier

ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks

Multistep prediction models are essential for the simulation and model-predictive control of dynamical systems. Verifying the safety of such models is a multi-faceted problem requiring both system-theoretic guarantees as well as establishing trust with human users. In this work, we propose a novel a…