LM-X: Explainable Vision--Language--Action Modeling via Progress, Event, and Uncertainty Prediction

Jin Lou, Zhiyuan Jing, Xupeng Wang +21

Large-scale vision--language--action (VLA) policies have advanced generalist robot control, yet most remain stimulus-to-action black boxes: actions are exposed, but their explanato…