@article{marginaladvantageaccumulationformemorydr,
  title = {Marginal Advantage Accumulation for Memory-Driven Agent Self-Evolution},
  author = {Mingyu Yang and Keye Zheng and Congchao Cheng and Yujie Liu and Xingkang Lu and Fan Jiang and Yefei Zheng},
  year = {2026},
  eprint = {2606.20475},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.20475},
}