@misc{arxiv250702259,
  title = {MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent},
  author = {Yu, Hongli and Chen, Tinghong and Feng, Jiangtao and Chen, Jiangjie and Dai, Weinan and Yu, Qiying and Zhang, Ya-Qin and Ma, Wei-Ying and Liu, Jingjing and Wang, Mingxuan and Zhou, Hao},
  year = {2025},
  eprint = {2507.02259v2},
  archivePrefix = {arXiv},
  doi = {10.48550/arXiv.2507.02259},
  url = {https://arxiv.org/abs/2507.02259v2}
}

@misc{arxiv251024699,
  title = {AgentFold: Long-Horizon Web Agents with Proactive Context Management},
  author = {Ye, Rui and Zhang, Zhongwang and Li, Kuan and Yin, Huifeng and Tao, Zhengwei and Zhao, Yida and Su, Liangcai and Zhang, Liwen and Qiao, Zile and Wang, Xinyu and Xie, Pengjun and Huang, Fei and Chen, Siheng and Zhou, Jingren and Jiang, Yong},
  year = {2025},
  eprint = {2510.24699v1},
  archivePrefix = {arXiv},
  doi = {10.48550/arXiv.2510.24699},
  url = {https://arxiv.org/abs/2510.24699v1}
}

@misc{arxiv260508013,
  title = {Learning CLI Agents with Structured Action Credit under Selective Observation},
  author = {Su, Haoyang and Wen, Ying},
  year = {2026},
  eprint = {2605.08013v1},
  archivePrefix = {arXiv},
  doi = {10.48550/arXiv.2605.08013},
  url = {https://arxiv.org/abs/2605.08013v1}
}

@misc{arxiv260616285,
  title = {HiMPO: Hindsight-Informed Memory Policy Optimization for Less-Entangled Credit in Long-Horizon Agents},
  author = {Yan, Jiangze and Shen, Yi and Zhang, Wenjing and Huang, Jieyun and Liu, Zhaoxiang and Wang, Ning and Wang, Kai and Lian, Shiguo},
  year = {2026},
  eprint = {2606.16285v2},
  archivePrefix = {arXiv},
  doi = {10.48550/arXiv.2606.16285},
  url = {https://arxiv.org/abs/2606.16285v2}
}