Filippo Vannella
Cited by
Cited by
Remote Electrical Tilt Optimization via Safe Reinforcement Learning
F Vannella, G Iakovidis, E Al Hakim, E Aumayr, S Feghhi
IEEE Wireless Communications and Networking Conference (WCNC), 2020
Conversational support for education
DE Akcora, A Belli, M Berardi, S Casola, N Di Blas, S Falletta, A Faraotti, ...
Artificial Intelligence in Education: 19th International Conference, AIED …, 2018
Off-policy Learning for Remote Electrical Tilt Optimization
F Vannella, J Jeong, A Proutiere
IEEE Vehicular Technology Conference (VTC-Fall), 2020
A safe reinforcement learning architecture for antenna tilt optimisation
E Aumayr, S Feghhi, F Vannella, E Al Hakim, G Iakovidis
IEEE International Symposium on Personal, Indoor and Mobile Radio …, 2021
A Graph Attention Learning Approach to Antenna Tilt Optimization
Y Jin, F Vannella, M Bouton, J Jeong, EA Hakim
1st International Conference on 6G Networking (6GNet), 2022
Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandit Approach
F Vannella, A Proutiere, Y Jedra, J Jeong
IEEE International Conference on Computer Communications (INFOCOM), 2022
Off-policy learning in contextual bandits for remote electrical tilt optimization
F Vannella, J Jeong, A Proutiere
IEEE Transactions on Vehicular Technology 72 (1), 546-556, 2022
Best Arm Identification in Multi-Agent Multi-Armed Bandits
F Vannella, A Proutiere, J Jeong
International Conference on Machine Learning (ICML), 2023
Reward estimation for a target policy
F Vannella, J Jeong
WO Patent WO2022199792A1, 2022
Offline simulation-to-reality transfer for reinforcement learning
F Vannella, E Al Hakim, M Gulati
WO Patent 2022028926A1, 2022
Methods and apparatus for managing a system that controls an environment
F Vannella, E Al Hakim, S Feghhi, E Aumayr, G Iakovidis
WO Patent 2022023218A1, 2022
Systems and Methods For Machine-Learned Optimization of Wireless Networks
JJ Tengfei Ma, Filippo Vannella, Ezeddin Al Hakim
WO Patent 2,022,258,846, 2022
Managing an Environment in a Communication Network
J Jönsson, J Jeong, F Vannella, E Al Hakim
WO Patent 2,022,253,625, 2022
Offline Modelling of Radio Base Station Environments for Real-world Deployment
A Larsson Forsberg, F Vannella, J Jeong, E Al Hakim
WO Patent 2,022,242,872, 2022
Computer-implemented training of a policy model for specifying a configurable parameter of a telecommunications network
F Vannella, J Jeong
WO Patent 2021089864A1, 2021
Learning Methods for Antenna Tilt Optimization
F Vannella
KTH Royal Institute of Technology, 2021
Methods for controlling a configuration parameter in a telecommunications network and related apparatus
J Jeong, F Vannella, R Correia, V Verbulskii
WO Patent 2021089863A1, 2021
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