@article{sagestateawareguidedendtoendpolicyformul, title = {SAGE:State-Aware Guided End-to-End Policy for Multi-Stage Sequential Tasks via Hidden Markov Decision Process}, author = {BinXu Wu and TengFei Zhang and Chen Yang and JiaHao Wen and HaoCheng Li and JingTian Ma and Zhen Chen and JingYuan Wang}, year = {2025}, eprint = {2509.19853}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.19853}, }