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ORCIDRaffaele Galliera
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Conference and Workshop Papers
- 2024
[c11]Raffaele Galliera:
Deep Reinforcement Learning for Communication Networks. AAAI 2024: 23387-23388- [c10]Raffaele Galliera, Kristen Brent Venable, Matteo Bassani, Niranjan Suri:
Collaborative Information Dissemination with Graph-Based Multi-Agent Reinforcement Learning. ADT 2024: 160-173 - [c9]Alessandro Amato, Harrie Bastiaansen, Willem Datema, Mattia Fogli, Roberto Fronteddu, Raffaele Galliera, Johan van der Geest, Thomas Kudla, Pablo Sanchez, Niranjan Suri
, Susan Watson:
A Performance Cost/Benefit Analysis of Adaptive Computing in the Tactical Edge. ICMCIS 2024: 1-8 - [c8]Raffaele Galliera, Thies Möhlenhof, Alessandro Amato, Daniel Duran, Kristen Brent Venable, Niranjan Suri:
Distributed Autonomous Swarm Formation for Dynamic Network Bridging. INFOCOM (Workshops) 2024: 1-6 - [c7]Alessandro Amato, Alessandro Morelli, Mattia Fogli, Raffaele Galliera, Niranjan Suri:
Multi-Agent Reinforcement Learning for Distributed Workflow Orchestration at the Tactical Edge. MILCOM 2024: 64-69 - 2023
- [c6]Simon Dahdal, Filippo Poltronieri, Alessandro Gilli, Mauro Tortonesi, Roberto Fronteddu, Raffaele Galliera, Niranjan Suri:
RoamML: Distributed Machine Learning at the Tactical Edge. MILCOM 2023: 33-38 - [c5]Raffaele Galliera, Mattia Zaccarini, Alessandro Morelli, Roberto Fronteddu, Filippo Poltronieri, Niranjan Suri, Mauro Tortonesi:
Learning to Sail Dynamic Networks: The MARLIN Reinforcement Learning Framework for Congestion Control in Tactical Environments. MILCOM 2023: 424-429 - [c4]Raffaele Galliera, Alessandro Morelli, Roberto Fronteddu, Niranjan Suri:
MARLIN: Soft Actor-Critic based Reinforcement Learning for Congestion Control in Real Networks. NOMS 2023: 1-10 - 2022
- [c3]Jacques M. Perry, Raffaele Galliera, Niranjan Suri:
A Machine Learning Approach to the Determination of Value of Information to Operators and Applications on the Tactical Edge. ICMCIS 2022: 137-146 - [c2]Raffaele Galliera, Niranjan Suri:
Object Detection at the Edge: Off-the-shelf Deep Learning Capable Devices and Accelerators. ICMCIS 2022: 239-248 - 2021
- [c1]Tobias Jacob, Raffaele Galliera, Muddasar Ali, Sikha Bagui:
Marine Vessel Tracking using a Monocular Camera. DeLTA 2021: 17-28
Informal and Other Publications
- 2024
- [i6]Raffaele Galliera, Konstantinos Mitsopoulos, Niranjan Suri, Raffaele Romagnoli:
Multi-Agent Reinforcement Learning with Control-Theoretic Safety Guarantees for Dynamic Network Bridging. CoRR abs/2404.01551 (2024) - [i5]Raffaele Galliera, Thies Möhlenhof, Alessandro Amato, Daniel Duran, Kristen Brent Venable, Niranjan Suri:
Distributed Autonomous Swarm Formation for Dynamic Network Bridging. CoRR abs/2404.01557 (2024) - 2023
- [i4]Raffaele Galliera, Alessandro Morelli, Roberto Fronteddu, Niranjan Suri:
MARLIN: Soft Actor-Critic based Reinforcement Learning for Congestion Control in Real Networks. CoRR abs/2302.01301 (2023) - [i3]Raffaele Galliera, Mattia Zaccarini, Alessandro Morelli, Roberto Fronteddu, Filippo Poltronieri, Niranjan Suri, Mauro Tortonesi:
Learning to Sail Dynamic Networks: The MARLIN Reinforcement Learning Framework for Congestion Control in Tactical Environments. CoRR abs/2306.15591 (2023) - [i2]Raffaele Galliera, Kristen Brent Venable, Matteo Bassani, Niranjan Suri:
Learning Collaborative Information Dissemination with Graph-based Multi-Agent Reinforcement Learning. CoRR abs/2308.16198 (2023) - 2021
- [i1]Tobias Jacob, Raffaele Galliera, Muddasar Ali, Sikha Bagui:
Marine vessel tracking using a monocular camera. CoRR abs/2108.10367 (2021)
Coauthor Index
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