@article{diffusionmodelsforreinforcementlearningf, title = {Diffusion Models for Reinforcement Learning: Foundations, Taxonomy, and Development}, author = {Changfu Xu and Jianxiong Guo and Yuzhu Liang and Haiyang Huang and Haodong Zou and Xi Zheng and Shui Yu and Xiaowen Chu and Jiannong Cao and Tian Wang}, year = {2025}, eprint = {2510.12253}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.12253}, }