Efficient Reservoir Management through Deep Reinforcement Learning

Xinrun Wang
Xinrun Wang
Tarun Nair
Tarun Nair
Haoyang Li
Haoyang Li
Yuh Sheng Reuben Wong
Yuh Sheng Reuben Wong
Nachiket Kelkar
Nachiket Kelkar
Srinivas Vaidyanathan
Srinivas Vaidyanathan
Rajat Nayak
Rajat Nayak
Jagdish Krishnaswamy
Jagdish Krishnaswamy
Cited by: 0|Bibtex|Views15
Other Links: arxiv.org

Abstract:

Dams impact downstream river dynamics through flow regulation and disruption of upstream-downstream linkages. However, current dam operation is far from satisfactory due to the inability to respond the complicated and uncertain dynamics of the upstream-downstream system and various usages of the reservoir. Even further, the unsatisfacto...More

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