BOKBO (Best of K Bad Options): Calibrated Abstention for VLA Policies

Anya Singh, Cabrel Happi, Jai Relan +2

Test-time scaling for vision-language-action (VLA) policies, methods such as RoboMonkey, SEAL, MG-Select, and V-GPS, samples K candidate action chunks at inference and executes the…