@article{calibratethenactcostawareexplorationinll,
  title = {Calibrate-Then-Act: Cost-Aware Exploration in LLM Agents},
  author = {Wenxuan Ding and Nicholas Tomlin and Greg Durrett},
  year = {2026},
  eprint = {2602.16699},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.16699},
}