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전문가arXiv

ObjDream: Guiding Vision-Language-Action Models with Object-Level Understanding and Future State Prediction

Huailiang Ma, Yuxuan Li, Ziyi Zhao, Xinkai Wang, Mingyu Li, Xinyu Guo, Lifeng Zhu, Aiguo Song, Cewu Lu, Jianhua Sun
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초록 발췌

Vision-language-action (VLA) models have emerged as a powerful paradigm for robotic manipulation, enabling robots to generate actions from visual observations and language instructions. However, most existing VLA models still operate on image-level visual representations inherited from pretrained vision-language backbones, while lacking fine-grained object understanding for manipulation.

초록에서 가져왔습니다. 요약을 준비 중입니다.