@article{evolvingrlendtoendoptimizationofexperien,
  title = {Evolving-RL: End-to-End Optimization of Experience-Driven Self-Evolving Capability within Agents},
  author = {Zhiyuan Fan and Wenwei Jin and Feng Zhang and Bin Li and Yihong Dong and Yao Hu and Jiawei Li},
  year = {2026},
  eprint = {2605.10663},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.10663},
}