A new LLM-based agent, CoderAgent, simulates students' iterative programming process (why, how, where, what to modify) and outperforms baselines on predicting next code edits, though gains are modest.
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CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models
A new LLM-based agent, CoderAgent, simulates students' iterative programming process (why, how, where, what to modify) and outperforms baselines on predicting next code edits, though gains are modest.