@article{cpagentacalibratedriskcontrolledagentfor,
  title = {CP-Agent: A Calibrated Risk-Controlled Agent for Feedback-Driven Competitive Programming},
  author = {Peisong Wang and Bowen Liu and Zehua Li and Yuyao Wang and Zhiwei Ma and Yuhan Li and Jia Li},
  year = {2026},
  eprint = {2605.24693},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.24693},
}