Raffaele Galliera

According to our database, Raffaele Galliera authored at least 12 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multi-Agent Reinforcement Learning with Control-Theoretic Safety Guarantees for Dynamic Network Bridging.

Raffaele Galliera, Konstantinos Mitsopoulos, Niranjan Suri, Raffaele Romagnoli

CoRR, 2024

Distributed Autonomous Swarm Formation for Dynamic Network Bridging.

Raffaele Galliera, Thies Möhlenhof, Alessandro Amato, Daniel Duran, Kristen Brent Venable, Niranjan Suri

Proceedings of the IEEE INFOCOM 2024, 2024

A Performance Cost/Benefit Analysis of Adaptive Computing in the Tactical Edge.

Alessandro Amato, Harrie Bastiaansen, Willem Datema, Mattia Fogli, Roberto Fronteddu, Raffaele Galliera, Johan van der Geest, Thomas Kudla, Pablo Sanchez, Niranjan Suri, Susan Watson

Proceedings of the International Conference on Military Communication and Information Systems, 2024

Collaborative Information Dissemination with Graph-Based Multi-Agent Reinforcement Learning.

Raffaele Galliera, Kristen Brent Venable, Matteo Bassani, Niranjan Suri

Proceedings of the Algorithmic Decision Theory - 8th International Conference, 2024

Deep Reinforcement Learning for Communication Networks.

Raffaele Galliera

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Learning Collaborative Information Dissemination with Graph-based Multi-Agent Reinforcement Learning.

Raffaele Galliera, Kristen Brent Venable, Matteo Bassani, Niranjan Suri

CoRR, 2023

MARLIN: Soft Actor-Critic based Reinforcement Learning for Congestion Control in Real Networks.

Raffaele Galliera, Alessandro Morelli, Roberto Fronteddu, Niranjan Suri

Proceedings of the NOMS 2023, 2023

Learning to Sail Dynamic Networks: The MARLIN Reinforcement Learning Framework for Congestion Control in Tactical Environments.

Raffaele Galliera, Mattia Zaccarini, Alessandro Morelli, Roberto Fronteddu, Filippo Poltronieri, Niranjan Suri, Mauro Tortonesi

Proceedings of the IEEE Military Communications Conference, 2023

RoamML: Distributed Machine Learning at the Tactical Edge.

Simon Dahdal, Filippo Poltronieri, Alessandro Gilli, Mauro Tortonesi, Roberto Fronteddu, Raffaele Galliera, Niranjan Suri

Proceedings of the IEEE Military Communications Conference, 2023

2022

A Machine Learning Approach to the Determination of Value of Information to Operators and Applications on the Tactical Edge.

Jacques M. Perry, Raffaele Galliera, Niranjan Suri

Proceedings of the International Conference on Military Communication and Information Systems, 2022

Object Detection at the Edge: Off-the-shelf Deep Learning Capable Devices and Accelerators.

Raffaele Galliera, Niranjan Suri

Proceedings of the International Conference on Military Communication and Information Systems, 2022

2021

Marine Vessel Tracking using a Monocular Camera.

Tobias Jacob, Raffaele Galliera, Muddasar Ali, Sikha Bagui

Proceedings of the 2nd International Conference on Deep Learning Theory and Applications, 2021