@article{decoupledguidancediffusionforadaptiveoff, title = {Decoupled Guidance Diffusion for Adaptive Offline Safe Reinforcement Learning}, author = {Rufeng Chen and Zhaofan Zhang and Zhejiang Yang and Hechang Chen and Sihong Xie}, year = {2026}, eprint = {2605.02777}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.02777}, }