VLA-ZO: Fast Zeroth-Order Adaptation for Vision-Language-Action Models

Jaemin Kim, Jiahn Kim, Taesik Gong

Adapting vision-language-action (VLA) models to deployment-time distribution shifts is important for reliable robotic operation, but conventional first-order adaptation can exceed…