Agent4Edu

<img width="870" alt="image" src="https://github.com/user-attachments/assets/2041c803-8059-4de4-992b-fed6b76b9357" />

Thank you for your attention!

• 2025-05-10: The code is being continuously updated, and the IRT and DNeuralCDM tools will be uploaded soon.
• 2025-03-10: Upload the presentation slide. [Download Slide PDF]
• 2025-03-10: Note: [In English] Weibo Gao will update this project as soon as he finishes his dissertation by the end of March 2025! [In Chinese] 高维博将在完成毕业论文（2025年3月底）后，立刻更新本项目！

Paper Information

Title: Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systems

Paper: https://arxiv.org/pdf/2501.10332

Authors:

• Weibo Gao (The First Author)

  • Homepage: http://home.ustc.edu.cn/~weibogao
  • Email: weibogao@mail.ustc.edu.cn
  • X: @webbobpaco
  • WeChat: gaoweibo1997
  • Weibo Gao is currently on the job market in the research area of LLM-based Agent and User Modeling. Please contact him if you are interested.

• Qi Liu (Corresponding Author)

  • Homepage: http://staff.ustc.edu.cn/~qiliuql/
  • Email: qiliuql@ustc.edu.cn

Presentation @AAAI-2025

Thanks to Guanhao Zhao for giving the on-site presentation on my behalf at AAAI. Feel free to interact with him on-site or email the first author (Weibo Gao) at weibogao@mail.ustc.edu.cn.

Our presentation information is as follows:

• Session: Applications 5
• LOCATION: 115 A
• Time: Friday February 28, 11:15am-12:30pm
• Paper ID: 1539
• Paper Title: Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Svstems

<img width="1395" alt="image" src="https://github.com/user-attachments/assets/bcf5a445-4749-49a9-bd8f-391e93266522" />

Poster

<img src="./Agent4Edu-poster.png" width="50%" />

Download Poster PDF

Application Website

We have developed a website for interactive learner practice simulation, integrated with Agent4Edu.

<img alt="image" src="https://github.com/user-attachments/assets/a2b502d9-b6ce-41ab-9c3e-5bed127a3932" />

The website is currently in internal testing and will be launched soon. The full code and data will be released on the website.

Please follow our GitHub project for updates~

BibTxt

@article{gao2025agent4edu,
  title={Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systems},
  author={Gao, Weibo and Liu, Qi and Yue, Linan and Yao, Fangzhou and Lv, Rui and Zhang, Zheng and Wang, Hao and Huang, Zhenya},
  journal={arXiv preprint arXiv:2501.10332},
  year={2025}
}