LLM4TrafficEditor

[Project] [Paper] [Code]

Official implementation of “LLM-Enhanced Traffic Editor for Accelerated Testing of Autonomous Vehicles under Various Pedestrian Behaviors”.

📜 BibTeX

@inproceedings{aiersilan2025llm,
  title={LLM-enhanced traffic editor for accelerated testing of autonomous vehicles under various pedestrian behaviors},
  author={Aiersilan, Aizierjiang and Liu, Mingzhe},
  booktitle={International Conference on Smart Transportation and City Engineering (STCE 2024)},
  volume={13575},
  pages={1054--1060},
  year={2025},
  organization={SPIE}
}

Supplementary Material / Folder Structure

• This repository contains all the primary scripts including some assets for replicating the methodology and its experiments for Traffic Editor.
• This folder contains the Unity 3D project which I implemented via Unity 3D version Unity3D 2018.4.16f1. Note that “EasyMovieTexture” plugin is not uploaded because it’s copyright, but you can download it elsewhere or directly use other related plugins to replace it.
• This site contains the software I utilized for collecting and searching the desired papers.
• This is the duplicate of the manuscript I submitted to the conference. Due to page limitation, some content has been omitted.

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