Raffaele Galliera

18 papers A* 1B 1Journal 6Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Safety-Aware Multi-Agent Learning for Dynamic Network Bridging. CDC Raffaele Galliera, Konstantinos Mitsopoulos, Niranjan Suri, Raffaele Romagnoli
2024	—	`conf`	A Performance Cost/Benefit Analysis of Adaptive Computing in the Tactical Edge. ICMCIS Alessandro Amato, Harrie Bastiaansen, Willem Datema, Mattia Fogli, Roberto Fronteddu, Raffaele Galliera, Johan van der Geest, Thomas Kudla, Pablo Sanchez, Niranjan Suri, Susan Watson
2024	—	`conf`	Collaborative Information Dissemination with Graph-Based Multi-Agent Reinforcement Learning. ADT Raffaele Galliera, Kristen Brent Venable, Matteo Bassani, Niranjan Suri
2024	A*	`conf`	Deep Reinforcement Learning for Communication Networks. AAAI Raffaele Galliera
2024	—	`conf`	Distributed Autonomous Swarm Formation for Dynamic Network Bridging. INFOCOM (Workshops) Raffaele Galliera, Thies Möhlenhof, Alessandro Amato, Daniel Duran, Kristen Brent Venable, Niranjan Suri
2024	J	`jnl`	Distributed Autonomous Swarm Formation for Dynamic Network Bridging. CoRR Raffaele Galliera, Thies Möhlenhof, Alessandro Amato, Daniel Duran, Kristen Brent Venable, Niranjan Suri
2024	—	`conf`	Multi-Agent Reinforcement Learning for Distributed Workflow Orchestration at the Tactical Edge. MILCOM Alessandro Amato, Alessandro Morelli, Mattia Fogli, Raffaele Galliera, Niranjan Suri
2024	J	`jnl`	Multi-Agent Reinforcement Learning with Control-Theoretic Safety Guarantees for Dynamic Network Bridging. CoRR Raffaele Galliera, Konstantinos Mitsopoulos, Niranjan Suri, Raffaele Romagnoli
2023	J	`jnl`	Learning Collaborative Information Dissemination with Graph-based Multi-Agent Reinforcement Learning. CoRR Raffaele Galliera, Kristen Brent Venable, Matteo Bassani, Niranjan Suri
2023	—	`conf`	Learning to Sail Dynamic Networks: The MARLIN Reinforcement Learning Framework for Congestion Control in Tactical Environments. MILCOM Raffaele Galliera, Mattia Zaccarini, Alessandro Morelli, Roberto Fronteddu, Filippo Poltronieri, Niranjan Suri, Mauro Tortonesi
2023	J	`jnl`	Learning to Sail Dynamic Networks: The MARLIN Reinforcement Learning Framework for Congestion Control in Tactical Environments. CoRR Raffaele Galliera, Mattia Zaccarini, Alessandro Morelli, Roberto Fronteddu, Filippo Poltronieri, Niranjan Suri, Mauro Tortonesi
2023	B	`conf`	MARLIN: Soft Actor-Critic based Reinforcement Learning for Congestion Control in Real Networks. NOMS Raffaele Galliera, Alessandro Morelli, Roberto Fronteddu, Niranjan Suri
2023	J	`jnl`	MARLIN: Soft Actor-Critic based Reinforcement Learning for Congestion Control in Real Networks. CoRR Raffaele Galliera, Alessandro Morelli, Roberto Fronteddu, Niranjan Suri
2023	—	`conf`	RoamML: Distributed Machine Learning at the Tactical Edge. MILCOM Simon Dahdal, Filippo Poltronieri, Alessandro Gilli, Mauro Tortonesi, Roberto Fronteddu, Raffaele Galliera, Niranjan Suri
2022	—	`conf`	A Machine Learning Approach to the Determination of Value of Information to Operators and Applications on the Tactical Edge. ICMCIS Jacques M. Perry, Raffaele Galliera, Niranjan Suri
2022	—	`conf`	Object Detection at the Edge: Off-the-shelf Deep Learning Capable Devices and Accelerators. ICMCIS Raffaele Galliera, Niranjan Suri
2021	—	`conf`	Marine Vessel Tracking using a Monocular Camera. DeLTA Tobias Jacob, Raffaele Galliera, Muddasar Ali, Sikha Bagui
2021	J	`jnl`	Marine vessel tracking using a monocular camera. CoRR Tobias Jacob, Raffaele Galliera, Muddasar Ali, Sikha Bagui