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cs.LG2023★ 2 cited
Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field
Xianzhong Ding, Wan Du
Agricultural irrigation is a significant contributor to freshwater consumption. However, the current irrigation systems used in the field are not efficient. They rely mainly on soi…
cs.LG2023★ 1 cited
Exploring Deep Reinforcement Learning for Holistic Smart Building Control
Xianzhong Ding, Alberto Cerpa, Wan Du
In this paper, we take a holistic approach to deal with the tradeoffs between energy use and comfort in commercial buildings. We developed a system called OCTOPUS, which employs a…