Multivariate time series prediction of high dimensional data based on deep reinforcement learning

In order to improve the prediction accuracy of high-dimensional data time series, a high-dimensional data multivariate time series prediction method based on deep reinforcement learning is proposed. The deep reinforcement learning method is used to solve the time delay of each variable and mine the...

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Bibliographic Details
Main Authors: Ji Xin, Zhang Haifeng, Li Jianfang, Zhao Xiaolong, Li Shouchao, Chen Rundong
Format: Article
Language:English
Published: EDP Sciences 2021-01-01
Series:E3S Web of Conferences
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/32/e3sconf_posei2021_02038.pdf