Latent Safety Filters: When a Lossy Encoder Admits a Transferable Certificate

Johannes Mootz, Zahra Nili Ahmadabadi, Reza Akhavian

Latent safety filters certify safety on a learned low-dimensional representation of the state, enabling constraints that resist analytic description. Because the encoder is lossy,…