@article{multiagentdeepresearchtrainingmultiagent,
  title = {Multi-Agent Deep Research: Training Multi-Agent Systems with M-GRPO},
  author = {Haoyang Hong and Jiajun Yin and Yuan Wang and Jingnan Liu and Zhe Chen and Ailing Yu and Ji Li and Zhiling Ye and Hansong Xiao and Yefei Chen and Hualei Zhou and Yun Yue and Minghui Yang and Chunxiao Guo and Junwei Liu and Peng Wei and Jinjie Gu},
  year = {2025},
  eprint = {2511.13288},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2511.13288},
}