@article{efficientrlforoptimizingconversationleve,
  title = {Efficient RL for optimizing conversation level outcomes with an LLM-based tutor},
  author = {Hyunji Nam and Omer Gottesman and Amy Zhang and Dean Foster and Emma Brunskill and Lyle Ungar},
  year = {2025},
  eprint = {2507.16252},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.16252},
}