Yatharth Ahuja

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

Vision-Language-Action (VLA) models like Open-VLA demonstrate impressive zero-shot generalization across robotic manipulation tasks but struggle to adapt to specific deployment environments where consistent high performance on a limited set of tasks is more valuable than broad generalization. We pre…