Synthesis of Admissible Shields

TLDR: It is shown that for UAVs, the authors can generate admissible shields, even when k-stabilizing shields do not exist, and if there is no shield that guarantees recovery within k steps regardless of system behavior, the admissible shield will attempt to work with the system to recover as soon as possible.

Abstract: Shield synthesis is an approach to enforce a set of safety-critical properties of a reactive system at runtime A shield monitors the system and corrects any erroneous output values instantaneously The shield deviates from the given outputs as little as it can and recovers to hand back control to the system as soon as possible This paper takes its inspiration from a case study on mission planning for unmanned aerial vehicles (UAVs) in which k-stabilizing shields, which guarantee recovery in a finite time, could not be constructed We introduce the notion of admissible shields, which improves k-stabilizing shields in two ways: (1) whereas k-stabilizing shields take an adversarial view on the system, admissible shields take a collaborative view That is, if there is no shield that guarantees recovery within k steps regardless of system behavior, the admissible shield will attempt to work with the system to recover as soon as possible (2) Admissible shields can handle system failures during the recovery phase In our experimental results we show that for UAVs, we can generate admissible shields, even when k-stabilizing shields do not exist