Meng Lin

Graph-Enhanced Multimodal Knowledge Tracing with Reinforcement Learning for Explainable Personalized Music Learning Path Optimization

Personalized learning in AI-driven music education still faces challenges such as the difficulty of integrating multimodal learning evidence, the complexity of modeling music skill dependencies, and the lack of long-term optimization of learning pathways. To address these issues, this paper proposes a framework for opt...