Drive the Thoughts: Runtime Monitoring of VLA Reasoning-Trajectory Consistency

Tian Yu, Lu Feng, Sebastian Elbaum

Autonomous vehicles (AVs) operate in complex environments where failures are consequential. Sophisticated machine learning models for perception and planning are key to overcoming…