@article{selaurselfevolvingllmagentviauncertainty,
  title = {SELAUR: Self Evolving LLM Agent via Uncertainty-aware Rewards},
  author = {Dengjia Zhang and Xiaoou Liu and Lu Cheng and Yaqing Wang and Kenton Murray and Hua Wei},
  year = {2026},
  eprint = {2602.21158},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.21158},
}