@article{breakingtheimpassedualscaleevolutionaryp,
  title = {Breaking the Impasse: Dual-Scale Evolutionary Policy Training for Social Language Agents},
  author = {Minzheng Wang and Run Luo and Yanbo Wang and Zichen Liu and Yuqiao Tan and Tao Tan and Xu Nan and Yinhe Zheng and Wenji Mao},
  year = {2026},
  eprint = {2605.08721},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.08721},
}