VLA-Corrector: Adaptive Action Horizons through Latent Visual Monitoring
A lightweight plug-in that monitors latent visual dynamics in action-chunked policies, drops stale actions on drift, and replans on-the-fly achieving +17.7 success points while keeping the VLA backbone frozen.
The skinny
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