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04/03/2023
Towards Deterministic Communications in 6G Networks: State of the Art, Open Challenges and the Way Forward
Over the last decade, society and industries are undergoing rapid digiti...
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03/16/2023
Controlled Descent Training
In this work, a novel and model-based artificial neural network (ANN) tr...
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01/21/2022
Deep Q-learning: a robust control approach
In this paper, we place deep Q-learning into a control-oriented perspect...
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07/19/2021
Constrained Policy Gradient Method for Safe and Fast Reinforcement Learning: a Neural Tangent Kernel Based Approach
This paper presents a constrained policy gradient algorithm. We introduc...
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03/19/2019