Learning Safety-Compatible Observers for Unknown Systems

Juho Bae, Daegyeong Roh, Han-Lim Choi

This paper presents a data-driven approach for jointly learning a robust full-state observer and its robustness certificate for systems with unknown dynamics. Leveraging incrementa…