@article{fromseeingtodoingbridgingreasoningand, title = {From Seeing to Doing: Bridging Reasoning and Decision for Robotic Manipulation}, author = {Yifu Yuan and Haiqin Cui and Yibin Chen and Zibin Dong and Fei Ni and Longxin Kou and Jinyi Liu and Pengyi Li and Yan Zheng and Jianye Hao}, year = {2025}, eprint = {2505.08548}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.08548v2}, }