An LLM-powered multi-agent framework, GenMentor, maps learner goals to skills, schedules adaptive paths, and generates personalized content, outperforming prompting and RAG baselines in its reported evaluations.
Empowering private tutoring by chaining large language models
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LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System
An LLM-powered multi-agent framework, GenMentor, maps learner goals to skills, schedules adaptive paths, and generates personalized content, outperforming prompting and RAG baselines in its reported evaluations.