11 citations · 53 across the 14 of their papers we have counts for
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cs.AI2022★ 3 cited
Optimizing Crop Management with Reinforcement Learning and Imitation Learning
Ran Tao, Pan Zhao, Jing Wu +5
Crop management, including nitrogen (N) fertilization and irrigation management, has a significant impact on the crop yield, economic profit, and the environment. Although manageme…
cs.LG2022★ 1 cited
Optimizing Nitrogen Management with Deep Reinforcement Learning and Crop Simulations
Jing Wu, Ran Tao, Pan Zhao +2
Nitrogen (N) management is critical to sustain soil fertility and crop production while minimizing the negative environmental impact, but is challenging to optimize. This paper pro…