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

arXiv:2609.37157v2 Announce Type: replace Abstract: 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 n