@article{evonashmarlaclosedloopmultiagentreinforc,
  title = {EvoNash-MARL: A Closed-Loop Multi-Agent Reinforcement Learning Framework for Medium-Horizon Equity Allocation},
  author = {Chongliu Jia and Yi Luo and Sipeng Han and Pengwei Li and Jie Ding and Youshuang Hu and Yimiao Qian and Qiya Wang},
  year = {2026},
  eprint = {2604.10911},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.10911},
}