@article{knowrlexploringknowledgeablereinforcemen,
  title = {KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality},
  author = {Baochang Ren and Shuofei Qiao and Wenhao Yu and Huajun Chen and Ningyu Zhang},
  year = {2025},
  eprint = {2506.19807},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2506.19807v1},
}