@article{steplevelpreferencelearningforgenerative, title = {Step-Level Preference Learning for Generative Agents in Social Simulations}, author = {Wenchang Gao and Pingyue Sheng and Lanlan Qiu and Yunfei Ma and Jian Zhao and Baicheng Chen and Kangda Wang and Yuyang Tian and Shunqiang Mao and Tianxing He}, year = {2026}, eprint = {2607.14485}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.14485}, }