File size: 1,174 Bytes
91ee95f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
40ae2c3
 
 
 
 
a313513
 
40ae2c3
 
 
 
 
 
 
 
 
 
 
de13249
d9059a8
e9a8b82
a313513
263c0c1
9f3b593
 
a313513
 
263c0c1
91ee95f
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
---
extra_gated_heading: Access LLMLight-LightGPT on Hugging Face
language:
- en
pipeline_tag: text-generation
inference: false
tags:
- hkust-gz
- pytorch
- llama-2
- traffic signal control
- lightgpt
license: mit
---

# LLMLight: Large Language Models as Traffic Signal Control Agents

<p align="center">

| **[1 Introduction](#introduction)** 
| **[2 Framework](#framework)** 
| **[3 Demo](#demo)** 
| **[Github](https://github.com/usail-hkust/LLMTSCS)**
| **[Website](https://gungnir2099.github.io/LLMLight-Page/)** |

</p>

<a id="introduction"></a>

## 1 Introduction

Model weights of the article "[LLMLight: Large Language Models as Traffic Signal Control Agents](https://arxiv.org/abs/2312.16044)".

Please download the model and run LLMLight by following the descriptions in the [Repository](https://github.com/usail-hkust/LLMTSCS).

<a id="framework"></a>

## 2 Framework
![image/png](https://cdn-uploads.huggingface.co/production/uploads/64207ca7e40f66bcd1e44959/HDBvVmYkTdShGfY5mnPGs.png)

<a id="demo"></a>

## 3 Demo
<video controls autoplay src="https://cdn-uploads.huggingface.co/production/uploads/64207ca7e40f66bcd1e44959/VhMOdEIjKeLml1WPcINqV.qt"></video>