Depth-Wise Probing and Pruning of the Planning Token in a Driving Vision-Language-Action Model

Harisankar Babu, Benjamin Coors, Christopher Lang +3

Vision-language-action (VLA) models route driving decisions through a deep language model, but it is unclear how much of that depth the action itself requires. We study a represent…