2022
DOI: 10.1155/2022/7367418
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Innovative Construction of Reinforcement Learning Model for Information Fusion in Music Education

Abstract: In order to improve the effect of modern music education, this paper applies the digital information technology of music resources to the construction of the music teaching system and derives two new types of semi-decision-making process reinforcement learning algorithms based on the Bellman optimality equation base on discrete time. Moreover, this paper uses the comparative research methods to obtain the Q-value learning curve of the incremental value iterative reinforcement learning algorithm based on the se… Show more

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Cited by 5 publications
(5 citation statements)
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“…We set RcC, and the indistinguishable relation is Definition 1. X is set as a subset of the universe of discourse U, then the lower approximation set aprðXÞ and the upper approximation set aprðXÞ of X are defined as follows: [18]:…”
Section: Information Fusion Of Rough Sets Of Music Informationmentioning
confidence: 99%
“…We set RcC, and the indistinguishable relation is Definition 1. X is set as a subset of the universe of discourse U, then the lower approximation set aprðXÞ and the upper approximation set aprðXÞ of X are defined as follows: [18]:…”
Section: Information Fusion Of Rough Sets Of Music Informationmentioning
confidence: 99%
“…The article used computer technology and developed several high-simulation, multi-perceptual dimension virtual reality systems. The systems build a complete data underpinning mechanism, produce multi-modal scene models, and perform the necessary optimization processing on the scenario model [19]. The article simulated the main objective of the instruction platforms, which is to simulate a genuine atmosphere using a combination of hardware and software to teach students how to use it; the platform should be very similar to the basic tools and equipment and should strive for the best visual and tactile experience [20].…”
Section: Figure 1: Structure Of Piano Education Platformmentioning
confidence: 99%
“…The literature [18] investigated the problem of resource allocation for vocal teaching systems based on mobile edge computing, a solution that can significantly improve the performance and efficiency of vocal teaching systems and reduce user waiting time, thus improving the learning experience. The paper in the literature [19] introduces a reinforcement learning-based information fusion model for data processing and decision-making in music education.…”
Section: Introductionmentioning
confidence: 99%