Post-hoc Epistemic Uncertainty for Vision-Language-Action Policies

arXiv:2610.29730 · cs.RO, cs.LG, stat.ML · Submitted 2026-10-21 · Read on arXiv

cs.RO, cs.LG, stat.ML

Submitted: 2026-10-21

Updated: 2026-10-21

Terminology

• Epistemic Uncertainty — 1× in this paper · explained in 12 episodes

Related papers

• FMT x: An Efficient and Asymptotically Optimal Extension of the Fast Marching Tree for Dynamic Replanning
• MPCFormer: A physics-informed data-driven approach for explainable socially-aware autonomous driving
• RoboLab: A High-Fidelity Simulation Benchmark for Analysis of Task Generalist Policies
• ARC: A Reasoning Recipe for Robot Foundation Models
• HRDexDB: A 4D Dexterous Grasping Dataset Across Human and Multiple Robot Embodiments
• APT: Action Expert Pretraining Improves Instruction Generalization of Vision-Language-Action Policies