cff-version: 1.2.0
message: "If you use CoMLRL, please cite this paper."
title: "CoMLRL: Cooperative Multi-LLM Reinforcement Learning"
authors:
  - family-names: Liu
    given-names: Shuo
  - family-names: Chen
    given-names: Tianle
  - family-names: Liang
    given-names: Zeyu
  - family-names: Lyu
    given-names: Xueguang
  - family-names: Amato
    given-names: Christopher
preferred-citation:
  type: article
  title: "LLM Collaboration With Multi-Agent Reinforcement Learning"
  authors:
    - family-names: Liu
      given-names: Shuo
    - family-names: Chen
      given-names: Tianle
    - family-names: Liang
      given-names: Zeyu
    - family-names: Lyu
      given-names: Xueguang
    - family-names: Amato
      given-names: Christopher
  year: 2025
  archive: arXiv
  eprint: 2508.04652
  url: https://arxiv.org/abs/2508.04652
repository-code: https://github.com/OpenMLRL/CoMLRL
