@article{fromintenttoevidencepolicysteeredmultist, title = {From Intent to Evidence: Policy-Steered Multi-Strategy Retrieval for Long-Video Agents}, author = {Can Zhang and Baofeng Zhang and Xiaotian Han and Junyuan Shang and Yuchen Ding and Shuohuan Wang and Dianhai Yu and Ruirui Li}, year = {2026}, eprint = {2608.31005}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.31005}, }