2026
Temporal Difference Calibration in Sequential Tasks: Application to Vision-Language-Action Models
ICML 2026poster
Recent advances in vision-language-action (VLA) models for robotics have highlighted the importance of reliable uncertainty quantification in sequential tasks. However, assessing and improving calibration in such settings remains mostly unexplored, especially when only partial trajectories are obser…