S. Udupa

Cost-Aware Active Perception for k-Step Predictive Safety

This work studies the synthesis of active perception policies for predictive safety monitoring in partially observable stochastic systems. Operating under sensing and communication budgets, the proposed monitor dynamically schedules sensor queries to maximize information gain about the safety of future states. The unde...