An evolutionary Bi-LSTM-DQN framework for enhanced recognition and classification in rural information management

An evolutionary Bi-LSTM-DQN framework for enhanced recognition and classification in rural information management

As deep learning and reinforcement learning technologies advance, intelligent rural information management is transforming substantially. This article presents an innovative framework, the evolutionary bidirectional long short-term memory deep Q-network (EBLM-DQN), which integrates evolutionary algo...

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Bibliographic Details
Main Authors: Taiping Deng, Xi He, Jiao Li, Feifei Ye, Jingyang Tang
Format: Article
Language:English
Published: PeerJ Inc. 2025-06-01
Series:PeerJ Computer Science
Subjects:
Evolution algorithm
Reinforcement learning
Rural management
DQN
Online Access:https://peerj.com/articles/cs-2967.pdf
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