@article{distributionalreinforcementlearningwithd, title = {Distributional Reinforcement Learning with Diffusion Bridge Critics}, author = {Shutong Ding and Yimiao Zhou and Ke Hu and Mokai Pan and Shan Zhong and Yanwei Fu and Jingya Wang and Ye Shi}, year = {2026}, eprint = {2602.05783}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.05783}, }