A hierarchical multi-agent tutoring system that jointly evolves a student profile, a value-scored knowledge base, and a teaching policy reports large LLM-judged gains over static RAG and single-agent baselines.
Advancing generative intelligent tutoring systems with GPT-4: Design, evaluation, and a modular framework for future learning platforms,
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CogEvo-Edu: Cognitive Evolution Educational Multi-Agent Collaborative System
A hierarchical multi-agent tutoring system that jointly evolves a student profile, a value-scored knowledge base, and a teaching policy reports large LLM-judged gains over static RAG and single-agent baselines.