Deep QP Safety Filter: Model-free Learning for Reachability-based Safety Filter

Byeongjun Kim, H. Jin Kim

We introduce Deep QP Safety Filter, a fully data-driven safety layer for black-box dynamical systems. Our method learns a Quadratic-Program (QP) safety filter without model knowled…