@article{scalingautomaticresearchagentsviaworldmo,
  title = {Scaling Automatic Research Agents via World Models},
  author = {Xiyuan Yang and Sheikh Sarwar and Jingru Cheng and Zhan Shi and Duanshun Li and Huiyuan Chen and Haiyang Zhang and Xing Fan and Chenlei Guo and Jingrui He and Zhenyu Liao},
  year = {2026},
  eprint = {2608.12564},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.12564},
}