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03/22/2021
D3PI: Data-Driven Distributed Policy Iteration for Homogeneous Interconnected Systems
Control of large-scale networked systems often necessitates the availabi...
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07/21/2020
Adaptive Traffic Control with Deep Reinforcement Learning: Towards State-of-the-art and Beyond
In this work, we study adaptive data-guided traffic planning and control...
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07/12/2020
Deep Learning-based Resource Allocation for Infrastructure Resilience
From an optimization point of view, resource allocation is one of the co...
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05/29/2020