Safe But Not Sorry: Reducing Over-Conservatism in Safety Critics via Uncertainty-Aware Modulation

This research introduces the Uncertain Safety Critic (USC), a framework that dynamically adjusts safety constraints using uncertainty estimates to resolve th...

Level: advanced

By Daniel Bethell, Simos Gerasimou, Radu Calinescu, Calum Imrie

Category: discussion