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Edu-Theater: A Data-Efficient Agent Framework for Scalable Learner Behavior Simulation through Staging Roll-Call

arXiv cs.LG · 2026-06-16 Cached

Edu-Theater is a data-efficient agent framework that uses LLM-powered generative agents to simulate learner behavior in educational settings. It employs a cohort-aware roll-call paradigm to infer learner states with fewer data and computational resources, achieving higher simulation accuracy.

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