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Filippo Vannella

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Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandit Approach

Jan 06, 2022
Filippo Vannella, Alexandre Proutiere, Yassir Jedra, Jaeseong Jeong

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A Graph Attention Learning Approach to Antenna Tilt Optimization

Dec 27, 2021
Yifei Jin, Filippo Vannella, Maxime Bouton, Jaeseong Jeong, Ezeddin Al Hakim

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Safe Reinforcement Learning for Antenna Tilt Optimisation using Shielding and Multiple Baselines

Dec 02, 2020
Saman Feghhi, Erik Aumayr, Filippo Vannella, Ezeddin Al Hakim, Grigorios Iakovidis

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Remote Electrical Tilt Optimization via Safe Reinforcement Learning

Oct 12, 2020
Filippo Vannella, Grigorios Iakovidis, Ezeddin Al Hakim, Erik Aumayr, Saman Feghhi

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Off-policy Learning for Remote Electrical Tilt Optimization

May 21, 2020
Filippo Vannella, Jaeseong Jeong, Alexandre Proutiere

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