@article{flexcontinuousagentevolutionviaforwardle,
  title = {FLEX: Continuous Agent Evolution via Forward Learning from Experience},
  author = {Zhicheng Cai and Xinyuan Guo and Yu Pei and Jiangtao Feng and Jinsong Su and Jiangjie Chen and Ya-Qin Zhang and Wei-Ying Ma and Mingxuan Wang and Hao Zhou},
  year = {2025},
  eprint = {2511.06449},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2511.06449},
}