@article{pearlselfevolvingassistantfortimemanagem,
  title = {PEARL: Self-Evolving Assistant for Time Management with Reinforcement Learning},
  author = {Bingxuan Li and Jeonghwan Kim and Cheng Qian and Xiusi Chen and Eitan Anzenberg and Niran Kundapur and Heng Ji},
  year = {2026},
  eprint = {2601.11957},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.11957},
}