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05/18/2023
Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces
In this paper, we propose a novel algorithm for energy-efficient, low-la...
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03/29/2023
A Framework for Control Channels Applied to Reconfigurable Intelligent Surfaces
The research on Reconfigurable Intelligent Surfaces (RISs) has dominantl...
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05/08/2022
Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces
The emerging technology of Reconfigurable Intelligent Surfaces (RISs) is...
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04/18/2022
Online RIS Configuration Learning for Arbitrary Large Numbers of 1-Bit Phase Resolution Elements
Reinforcement Learning (RL) approaches are lately deployed for orchestra...
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02/16/2022
Deep Contextual Bandits for Orchestrating Multi-User MISO Systems with Multiple RISs
The emergent technology of Reconfigurable Intelligent Surfaces (RISs) ha...
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02/16/2022