@article{zhang2026egoforesight, title={EgoForesight: Effectively Scaling Policy Learning with Noisy Egocentric Actions}, author={Zhang, Chubin and Wang, Changyuan and Wang, Yirui and Li, Ao and Ma, Shilin and Su, Yue and Zhou, Cai and Xu, Xiuwei and Zhang, Tianle and Tang, Yansong}, journal={arXiv preprint arXiv:2610.31845}, year={2026} }