Abstract: In recent years, the rapid advancement of multimodal large language models has propelled the development of video-based conversation models. Due to their exceptional video understanding ...

Abstract: abstract-Amidst the rapidly evolving landscape of human-robot interaction, Programming by Demonstration (PbD) emerges as a promising avenue for intuitively instructing robotic systems. This ...