A reinforcement learning approach to irrigation decision-making for rice using weather forecasts

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作者
Chen, Mengting [1 ]
Cui, Yuanlai [1 ]
Wang, Xiaonan [2 ]
Xie, Hengwang [3 ]
Liu, Fangping [3 ]
Luo, Tongyuan [4 ]
Zheng, Shizong [4 ]
Luo, Yufeng [1 ]
机构
[1] State Key Laboratory of Water Resources and Hydropower Engineering Science, Wuhan University, Wuhan,Hubei,430072, China
[2] School of Computer Science and Engineering, Changshu Institute of Technology, Changshu,Jiangsu,215500, China
[3] Jiangxi Central Irrigation Experiment Station, Nanchang,Jiangxi,330201, China
[4] Department of Rural Water, Zhejiang Institute of Hydraulics and Estuary, Hangzhou,Zhejiang,310020, China
关键词
Deep learning - Decision making - Rain - Weather forecasting - Reinforcement learning - Water conservation - Learning systems - Water;
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