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Xin-Yi Liu

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#reinforcement learning Open access Sep 2026

Adaptive artificial intelligence framework for skill level prediction and music training recommendation

The Adaptive Performance-Driven Training System (APDTS) effectively combines performance prediction and adaptive decision-making to deliver personalized training strategies, offering a robust and scalable solution for intelligent music learning environments.

Xin-Yi Liu · 0 citations

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