Intelligent generation and optimization of resources in music teaching reform based on artificial intelligence and deep learning

Abstract In order to increase the effectiveness and personalization of music instruction, this paper aims to create a deep reinforcement learning (DRL)-based framework for creating music resources. Therefore, a Melody Generation Model in Music Education Based on Actor-Critic Framework (AC-MGME) is p...

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Bibliographic Details
Main Authors: Ding Cheng, Xiaoyu Qu
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-16458-8
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