Filippo Vannella

21 papers A* 4B 2Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dual-Graph Multi-Agent Reinforcement Learning for Handover Optimization.
CoRR
Matteo Salvatori, Filippo Vannella, Sebastian Macaluso, Stylianos E. Trevlakis, Carlos Segura Perales, José Suárez-Varela, Alexandros-Apostolos A. Boulogeorgos, Ioannis Arapakis
2024 — conf
Fair Best Arm Identification with Fixed Confidence.
CDC
Alessio Russo, Filippo Vannella
2024 J jnl
Fair Best Arm Identification with Fixed Confidence.
CoRR
Alessio Russo, Filippo Vannella
2024 J jnl
Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandits Approach.
IEEE Trans. Mob. Comput.
Filippo Vannella, Alexandre Proutière, Yassir Jedra, Jaeseong Jeong
2024 A* conf
Multi-Reward Best Policy Identification.
NeurIPS
Alessio Russo, Filippo Vannella
2023 — —
Bandit Methods for Network Optimization: Safety, Exploration, and Coordination ; Banditmetoder för Nätverksoptimering: Säkerhet, Utforskning och Koordinering.
Filippo Vannella
2023 A* conf
Best Arm Identification in Multi-Agent Multi-Armed Bandits.
ICML
Filippo Vannella, Alexandre Proutière, Jaeseong Jeong
2023 J jnl
Off-Policy Learning in Contextual Bandits for Remote Electrical Tilt Optimization.
IEEE Trans. Veh. Technol.
Filippo Vannella, Jaeseong Jeong, Alexandre Proutière
2023 A* conf
Statistical and Computational Trade-off in Multi-Agent Multi-Armed Bandits.
NeurIPS
Filippo Vannella, Alexandre Proutière, Jaeseong Jeong
2023 J jnl
mmWave Beam Selection in Analog Beamforming Using Personalized Federated Learning.
CoRR
Martin Isaksson, Filippo Vannella, David Sandberg, Rickard Cöster
2022 — conf
A Graph Attention Learning Approach to Antenna Tilt Optimization.
6GNet
Yifei Jin, Filippo Vannella, Maxime Bouton, Jaeseong Jeong, Ezeddin Al Hakim
2022 A* conf
Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandit Approach.
INFOCOM
Filippo Vannella, Alexandre Proutière, Yassir Jedra, Jaeseong Jeong
2022 J jnl
Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandit Approach.
CoRR
Filippo Vannella, Alexandre Proutière, Yassir Jedra, Jaeseong Jeong
2021 J jnl
A Graph Attention Learning Approach to Antenna Tilt Optimization.
CoRR
Yifei Jin, Filippo Vannella, Maxime Bouton, Jaeseong Jeong, Ezeddin Al Hakim
2021 B conf
A Safe Reinforcement Learning Architecture for Antenna Tilt Optimisation.
PIMRC
Erik Aumayr, Saman Feghhi, Filippo Vannella, Ezeddin Al Hakim, Grigorios Iakovidis
2021 B conf
Remote Electrical Tilt Optimization via Safe Reinforcement Learning.
WCNC
Filippo Vannella, Grigorios Iakovidis, Ezeddin Al Hakim, Erik Aumayr, Saman Feghhi
2020 — conf
Off-policy Learning for Remote Electrical Tilt Optimization.
VTC Fall
Filippo Vannella, Jaeseong Jeong, Alexandre Proutière
2020 J jnl
Off-policy Learning for Remote Electrical Tilt Optimization.
CoRR
Filippo Vannella, Jaeseong Jeong, Alexandre Proutière
2020 J jnl
Remote Electrical Tilt Optimization via Safe Reinforcement Learning.
CoRR
Filippo Vannella, Grigorios Iakovidis, Ezeddin Al Hakim, Erik Aumayr, Saman Feghhi
2020 J jnl
Safe Reinforcement Learning for Antenna Tilt Optimisation using Shielding and Multiple Baselines.
CoRR
Saman Feghhi, Erik Aumayr, Filippo Vannella, Ezeddin Al Hakim, Grigorios Iakovidis
2018 — conf
Conversational Support for Education.
AIED (2)
Damla Ezgi Akçora, Andrea Belli, Marina Berardi, Stella Casola, Nicoletta Di Blas, Stefano Falletta, Alessandro Faraotti, Luca Lodi, Daniela Nossa Diaz, Paolo Paolini, Fabrizio Renzi, Filippo Vannella