@article{agpoasymmetricgrouppolicyoptimizationfor,
  title = {AGPO: Asymmetric Group Policy Optimization for Verifiable Reasoning and Search Ads Relevance at JD},
  author = {Yang Xu and Kun Yao and Yiming Deng and Zheng Fang and Kai Ming Ting and Ming Pang},
  year = {2026},
  eprint = {2605.05826},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.05826},
}