@article{omninavaunifiedframeworkforprospectiveex, title = {OmniNav: A Unified Framework for Prospective Exploration and Visual-Language Navigation}, author = {Xinda Xue and Junjun Hu and Minghua Luo and Shichao Xie and Jintao Chen and Zixun Xie and Kuichen Quan and Wei Guo and Mu Xu and Zedong Chu}, year = {2025}, eprint = {2509.25687}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.25687}, }