Support

We are willing to help you with any issues you encounter while using CoMLRL.

Report Issues#

If you are stuck with a problem using CoMLRL, please follow this procedure:

Read the documentation first, including using the search feature (Ctrl + K).
Search the GitHub Issues archives to see if someone else already had the same problem.
Before writing, try to create a minimal example that reproduces the problem. You’ll get the fastest response if you can send just a handful of lines of code that show what isn’t working.

Citation#

Please cite our paper if you find this library useful in your research:

@misc{liu2025comlrl,
      title={LLM Collaboration With Multi-Agent Reinforcement Learning},
      author={Shuo Liu and Tianle Chen and Zeyu Liang and Xueguang Lyu and Christopher Amato},
      year={2025},
      eprint={2508.04652},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2508.04652},
}