CoLLMLight-8B-Llama3/README.md

base_model, library_name, tags

base_model	library_name	tags
meta-llama/Llama-3.1-8B	transformers	llama llama-3 traffic-signal-control multi-agent reinforcement-learning

CoLLMLight-8B-Llama3

This repository contains the model weights for CoLLMLight-8B-Llama3, released for the paper CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control.

Model Details

• Model name: CoLLMLight-8B-Llama3
• Base model: Llama 3.1 8B

Citation

@inproceedings{
yuan2026collmlight,
title={Co{LLML}ight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control},
author={Zirui Yuan and Siqi Lai and Hao Liu},
booktitle={The Fourteenth International Conference on Learning Representations},
year={2026},
url={https://openreview.net/forum?id=KeJqoEVOeY}
}