AIED

LLM Agents for Educational Scaffolding and Simulation

Mon Jun 29, 9:00 AM–10:15 AM · R1 (Auditorium Meeting 1)

AI Agents & Agentic Systems Generative AI & Large Language Models Adaptive & Personalized Learning Synthetic Data & Simulated Learners

★ Notable speakers

Gautam Biswas ★★ — Creator of Betty's Brain (learning-by-teaching AI system), open-ended learning environments for K-12 STEM, educational data mining, metacognitive scaffolding; Cornelius Vanderbilt Professor of Engineering

Jionghao Lin ★ — Dialogue-based intelligent tutoring, NLP for educational feedback, AI-driven tutor training

AIED04 (TL) | Technical | Long-paper session

3 talks in this session

Evidence–Decision–Feedback: Theory-Driven Adaptive Scaffolding for LLM Agents

Clayton Cohn, Siyuan Guo, Surya Rayala, Hanchen David Wang, Naveeduddin Mohammed

Generative AI & Large Language Models AI Agents & Agentic Systems Adaptive & Personalized Learning

Grounding Programming Agent in Computational Thinking: Design and Evaluation of MazeMate

Chenyu Hou, Hua Yu, Gaoxia Zhu, John Derek Anas, Jiao Liu

Generative AI & Large Language Models AI Agents & Agentic Systems Programming & CS Education

Simulating Novice Students Using Machine Unlearning and Relearning in LLMs

Jiajia Song, Zhihan Guo, Jionghao Lin

Generative AI & Large Language Models Learner & Student Modeling Synthetic Data & Simulated Learners