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.
Using large language models to simulate multiple humans and replicate human subject studies
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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.