@article{continuousqscorematchingdiffusionguidedr, title = {Continuous Q-Score Matching: Diffusion Guided Reinforcement Learning for Continuous-Time Control}, author = {Chengxiu Hua and Jiawen Gu and Yushun Tang}, year = {2025}, eprint = {2510.17122}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.17122}, }