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Miao Jia

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From Learner Behavior to Reusable Skills for Effective and Efficient Learner Simulation

Zijian Chen, Zheng Zhang, Miao Jia وآخرون · 2026

Learner simulation aims to reproduce how a particular learner behaves on new tasks. Although Large Language Models (LLMs) can generate increasingly fine-grained learning behaviors, existing approaches often need to repeatedly process a growing interaction history to reconstruct the learner. This introduces additional c …

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