@article{manifoldawareexplorationforreinforcement, title = {Manifold-Aware Exploration for Reinforcement Learning in Video Generation}, author = {Mingzhe Zheng and Weijie Kong and Yue Wu and Dengyang Jiang and Yue Ma and Xuanhua He and Bin Lin and Kaixiong Gong and Zhao Zhong and Liefeng Bo and Qifeng Chen and Harry Yang}, year = {2026}, eprint = {2603.21872}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.21872}, }