---
base_model: meta-llama/Llama-3.1-8B
library_name: transformers
tags:
- 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

```bibtex
@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}
}
```