@article{understandingreinforcementlearningbased, title = {Understanding Reinforcement Learning-Based Fine-Tuning of Diffusion Models: A Tutorial and Review}, author = {Masatoshi Uehara and Yulai Zhao and Tommaso Biancalani and Sergey Levine}, year = {2024}, eprint = {2407.13734}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2407.13734v1}, }