V-OCBF: Learning Safety Filters from Offline Data via Value-Guided Offline Control Barrier Functions

Mumuksh Tayal, Manan Tayal, Aditya Singh +2

Ensuring safety in autonomous systems requires controllers that aim to satisfy state-wise constraints without relying on online interaction.While existing Safe Offline RL methods t…