@article{evoattackermemoryaugmentedreinforcementl,
  title = {Evo-Attacker: Memory-Augmented Reinforcement Learning for Long-Horizon Tool Attacks on LLM-MAS},
  author = {Bingyu Yan and Xiaoming Zhang and Jinyu Hou and Chaozhuo Li and Ziyi Zhou and Yiming Hei and Litian Zhang},
  year = {2026},
  eprint = {2605.25389},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.25389},
}