RESCUE: Is This Alarm Worth Acting On? Counterfactual Evaluation of VLA Runtime Monitors.

arXiv:2610.13516v1 Announce Type: cross Abstract: Runtime failure monitors for robot policies are typically evaluated by how accurately they distinguish failed from successful executions. Yet an accurate alarm may arrive too late for recovery, while an unneces