AIED
DebugTA: An LLM-Based Agent for Simplifying Debugging and Teaching in Programming Education
Fri Jul 3, 11:00 AM–11:15 AM · R2 (Auditorium Meeting 2)
Generative AI & Large Language Models AI Agents & Agentic Systems Programming & CS Education Automated Feedback
★ Notable speakers
Yong Yu
★★
— Web search, data mining, and ML; director of SJTU APEX Lab; SeqGAN and low-rank representation; ACM-ICPC championship coach
Weinan Zhang
★
— Reinforcement learning, recommendation systems, computational advertising, generative models (SeqGAN, Mean Field MARL)
DebugTA is an LLM-based agent that helps students diagnose and fix code bugs while reinforcing programming concepts.
Authors
Lingyue Fu, Datong Chen, Haowei Yuan, Qingyao Li, Weiwen Liu, Weinan Zhang, Yong Yu