A comparative study of deep reinforcement learning for crop production management

A comparative study of deep reinforcement learning for crop production management

Crop production management is essential for optimizing yield and minimizing a field's environmental impact to crop fields, yet it remains challenging due to the complex and stochastic processes involved. Recently, researchers have turned to machine learning to address these complexities. Specif...

詳細記述

書誌詳細
主要な著者: Joseph Balderas, Dong Chen, Yanbo Huang, Li Wang, Ren-Cang Li
フォーマット: 論文
言語:English
出版事項: Elsevier 2025-03-01
シリーズ:Smart Agricultural Technology
主題:
Crop production management
Reinforcement learning
Deep learning
Machine learning
Proximal policy optimization
Deep Q-networks
オンライン･アクセス:http://www.sciencedirect.com/science/article/pii/S2772375525000863

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http://www.sciencedirect.com/science/article/pii/S2772375525000863

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