@article{rewarddriveninteractionenhancingproactiv,
  title = {Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction},
  author = {Wei Shen and Xiaonan He and Chuheng Zhang and Xuyun Zhang and Xiaolong Xu and Wanchun Dou},
  year = {2025},
  eprint = {2505.18731},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.18731v1},
}