ExpReS-VLA: Specializing Vision-Language-Action Models Through Experience Replay and Retrieval

Shahram Najam Syed, Yatharth Ahuja, Arthur Jakobsson +1

Vision-Language-Action (VLA) models like OpenVLA demonstrate impressive zero-shot generalization across robotic manipulation tasks but struggle to adapt to specific deployment envi…