@article{cenavflowguidedreinforcementrefinementfo, title = {CE-Nav: Flow-Guided Reinforcement Refinement for Cross-Embodiment Local Navigation}, author = {Kai Yang and Tianlin Zhang and Zhengbo Wang and Zedong Chu and Xiaolong Wu and Yang Cai and Mu Xu}, year = {2025}, eprint = {2509.23203}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.23203}, }