| 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 | 31 | 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 | 22 | 2018 |
| Off-policy Learning for Remote Electrical Tilt Optimization F Vannella, J Jeong, A Proutiere IEEE Vehicular Technology Conference (VTC-Fall), 2020 | 18 | 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 | 12* | 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 | 8 | 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 | 4 | 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 | 3 | 2022 |
| Best Arm Identification in Multi-Agent Multi-Armed Bandits F Vannella, A Proutiere, J Jeong International Conference on Machine Learning (ICML), 2023 | | 2023 |
| Reward estimation for a target policy F Vannella, J Jeong WO Patent WO2022199792A1, 2022 | | 2022 |
| Offline simulation-to-reality transfer for reinforcement learning F Vannella, E Al Hakim, M Gulati WO Patent 2022028926A1, 2022 | | 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 | | 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 | | 2022 |
| Managing an Environment in a Communication Network J Jönsson, J Jeong, F Vannella, E Al Hakim WO Patent 2,022,253,625, 2022 | | 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 | | 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 | | 2021 |
| Learning Methods for Antenna Tilt Optimization F Vannella KTH Royal Institute of Technology, 2021 | | 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 | | 2021 |
Jaeseong JeongEricsson ABVerified email at ericsson.com
