@article{astraflowdatafloworientedreinforcementle,
  title = {AstraFlow: Dataflow-Oriented Reinforcement Learning for Agentic LLMs},
  author = {Haizhong Zheng and Yizhuo Di and Jiahui Wang and Shuowei Jin and Xueshen Liu and Yongji Wu and Z. Morley Mao and Ion Stoica and Jiawei Zhao and Beidi Chen},
  year = {2026},
  eprint = {2605.15565},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.15565},
}