ExpRL: Unified Non-Parametric and Parametric Experience Learning for LLM Agent Evolution

@article{zhuoran2026,
  title = {ExpRL: Unified Non-Parametric and Parametric Experience Learning for LLM Agent Evolution},
  author = {Jin, Zhuoran and Wang, Lingshuai and Hao, Yupu and Men, Tianyi and He, Zhitao and Zeng, Daojian and Liu, Kang and Zhao, Jun},
  journal = {Findings of the Association for Computational Linguistics: EMNLP 2026},
  year = {2026},
  month = {Jan},
  doi = {10.18653/2026.findings-emnlp.1666},
  url = {https://doi.org/10.18653/2026.findings-emnlp.1666},
}

Jin, Zhuoran et al. (2026). ExpRL: Unified Non-Parametric and Parametric Experience Learning for LLM Agent Evolution. Findings of the Association for Computational Linguistics: EMNLP 2026. https://doi.org/10.18653/2026.findings-emnlp.1666

Jin, Zhuoran, et al.. "ExpRL: Unified Non-Parametric and Parametric Experience Learning for LLM Agent Evolution." Findings of the Association for Computational Linguistics: EMNLP 2026, 2026, https://doi.org/10.18653/2026.findings-emnlp.1666.

Jin, Zhuoran, et al.. "ExpRL: Unified Non-Parametric and Parametric Experience Learning for LLM Agent Evolution." Findings of the Association for Computational Linguistics: EMNLP 2026 (2026). https://doi.org/10.18653/2026.findings-emnlp.1666

Jin, Zhuoran et al., 2026. ExpRL: Unified Non-Parametric and Parametric Experience Learning for LLM Agent Evolution. Findings of the Association for Computational Linguistics: EMNLP 2026. Available at: <https://doi.org/10.18653/2026.findings-emnlp.1666>.

TY  - JOUR
TI  - ExpRL: Unified Non-Parametric and Parametric Experience Learning for LLM Agent Evolution
AU  - Jin, Zhuoran
AU  - Wang, Lingshuai
AU  - Hao, Yupu
AU  - Men, Tianyi
AU  - He, Zhitao
AU  - Zeng, Daojian
AU  - Liu, Kang
AU  - Zhao, Jun
PY  - 2026
JO  - Findings of the Association for Computational Linguistics: EMNLP 2026
DO  - 10.18653/2026.findings-emnlp.1666
UR  - https://doi.org/10.18653/2026.findings-emnlp.1666
ER  -