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cs.LG2024
Learning-based agricultural management in partially observable environments subject to climate variability
Zhaoan Wang, Shaoping Xiao, Junchao Li +1
Agricultural management, with a particular focus on fertilization strategies, holds a central role in shaping crop yield, economic profitability, and environmental sustainability.…
cs.LG2021
Intelligent Traffic Light via Policy-based Deep Reinforcement Learning
Yue Zhu, Mingyu Cai, Chris Schwarz +2
Intelligent traffic lights in smart cities can optimally reduce traffic congestion. In this study, we employ reinforcement learning to train the control agent of a traffic light on…