@inproceedings{duan2026dbpo, title={Drift-Based Policy Optimization: Native One-Step Policy Learning for Online Robot Control}, author={Gao, Yuxuan and Shen, Yedong and Zhang, Shiqi and Yu, Wenhao and Duan, Yifan and Pan, Jia and Wu, Jiajia and Deng, Jiajun and Zhang, Yanyong}, booktitle={ACM Multimedia 2026 (ACMMM)}, year={2026} }