Filippo Vannella

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 15

Top Topics

Control Policies

Reinforcement Learning

Function Approximation

Virtual Learning Environments

Top Venues

IEEE Trans. Veh. Technol.

Publications

Filippo Vannella, Alexandre Proutière, Jaeseong Jeong
Statistical and Computational Trade-off in Multi-Agent Multi-Armed Bandits. NeurIPS (2023)
Martin Isaksson, Filippo Vannella, David Sandberg, Rickard Cöster
mmWave Beam Selection in Analog Beamforming Using Personalized Federated Learning. CoRR (2023)
Filippo Vannella, Jaeseong Jeong, Alexandre Proutière
Off-Policy Learning in Contextual Bandits for Remote Electrical Tilt Optimization. IEEE Trans. Veh. Technol. 72 (1) (2023)
Filippo Vannella, Alexandre Proutière, Jaeseong Jeong
Best Arm Identification in Multi-Agent Multi-Armed Bandits. ICML (2023)
Filippo Vannella, Alexandre Proutière, Yassir Jedra, Jaeseong Jeong
Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandit Approach. CoRR (2022)
Filippo Vannella, Alexandre Proutière, Yassir Jedra, Jaeseong Jeong
Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandit Approach. INFOCOM (2022)
Yifei Jin, Filippo Vannella, Maxime Bouton, Jaeseong Jeong, Ezeddin Al Hakim
A Graph Attention Learning Approach to Antenna Tilt Optimization. 6GNet (2022)
Erik Aumayr, Saman Feghhi, Filippo Vannella, Ezeddin Al Hakim, Grigorios Iakovidis
A Safe Reinforcement Learning Architecture for Antenna Tilt Optimisation. PIMRC (2021)
Filippo Vannella, Grigorios Iakovidis, Ezeddin Al Hakim, Erik Aumayr, Saman Feghhi
Remote Electrical Tilt Optimization via Safe Reinforcement Learning. WCNC (2021)
Yifei Jin, Filippo Vannella, Maxime Bouton, Jaeseong Jeong, Ezeddin Al Hakim
A Graph Attention Learning Approach to Antenna Tilt Optimization. CoRR (2021)
Filippo Vannella, Jaeseong Jeong, Alexandre Proutière
Off-policy Learning for Remote Electrical Tilt Optimization. CoRR (2020)
Filippo Vannella, Jaeseong Jeong, Alexandre Proutière
Off-policy Learning for Remote Electrical Tilt Optimization. VTC Fall (2020)
Filippo Vannella, Grigorios Iakovidis, Ezeddin Al Hakim, Erik Aumayr, Saman Feghhi
Remote Electrical Tilt Optimization via Safe Reinforcement Learning. CoRR (2020)
Saman Feghhi, Erik Aumayr, Filippo Vannella, Ezeddin Al Hakim, Grigorios Iakovidis
Safe Reinforcement Learning for Antenna Tilt Optimisation using Shielding and Multiple Baselines. CoRR (2020)
Damla Ezgi Akcora, Andrea Belli, Marina Berardi, Stella Casola, Nicoletta Di Blas, Stefano Falletta, Alessandro Faraotti, Luca Lodi, Daniela Nossa Diaz, Paolo Paolini, Fabrizio Renzi, Filippo Vannella
Conversational Support for Education. AIED (2) (2018)