Control Theory

The expanding reach of robotics and AI brings acute reliability challenges under limited information, rapidly changing conditions and close human interaction. Safety filters, runtime schemes that monitor a system's candidate actions and intervene to preempt catastrophic failures, have attracted wide interest, but the restrictive assumptions of model-based approaches and the weaker guarantees of…