SAPS: Shared Autonomy for Policy Steering by Blending Teleoperation with a Pretrained VLA

Crystal Zhou, Jehan Yang, Douglas J. Weber +1

Vision-Language-Action (VLA) models perform well in generalist robot manipulation but remain brittle to out-of-distribution perturbations, while full human teleoperation is cogniti…