@article{semanticconsistencypolicyoptimizationfor,
  title = {Semantic Consistency Policy Optimization for Reinforcement Learning of LLM Agents},
  author = {Peng Xu and Sijia Chen and Junzhuo Li and Xuming Hu},
  year = {2026},
  eprint = {2606.25852},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.25852},
}