Marine Vessel Tracking using a Monocular Camera. - Tobias Jacob; Raffaele Galliera; Muddasar Ali; Sikha Bagui (DeLTA, 2021)

Object Detection at the Edge: Off-the-shelf Deep Learning Capable Devices and Accelerators. - Raffaele Galliera; Niranjan Suri (ICMCIS, 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 (ICMCIS, 2022)

RoamML: Distributed Machine Learning at the Tactical Edge. - Simon Dahdal; Filippo Poltronieri; Alessandro Gilli; Mauro Tortonesi; Roberto Fronteddu; Raffaele Galliera; Niranjan Suri (MILCOM, 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 (MILCOM, 2023)

MARLIN: Soft Actor-Critic based Reinforcement Learning for Congestion Control in Real Networks. - Raffaele Galliera; Alessandro Morelli; Roberto Fronteddu; Niranjan Suri (NOMS, 2023)

Learning Collaborative Information Dissemination with Graph-based Multi-Agent Reinforcement Learning. - Raffaele Galliera; Kristen Brent Venable; Matteo Bassani; Niranjan Suri (CoRR, 2023)

Deep Reinforcement Learning for Communication Networks. - Raffaele Galliera (AAAI, 2024)

Collaborative Information Dissemination with Graph-Based Multi-Agent Reinforcement Learning. - Raffaele Galliera; Kristen Brent Venable; Matteo Bassani; Niranjan Suri (ADT, 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 (ICMCIS, 2024)

Distributed Autonomous Swarm Formation for Dynamic Network Bridging. - Raffaele Galliera; Thies Möhlenhof; Alessandro Amato; Daniel Duran 002; Kristen Brent Venable; Niranjan Suri (INFOCOM (Workshops), 2024)

Multi-Agent Reinforcement Learning for Distributed Workflow Orchestration at the Tactical Edge. - Alessandro Amato; Alessandro Morelli; Mattia Fogli; Raffaele Galliera; Niranjan Suri (MILCOM, 2024)

Multi-Agent Reinforcement Learning with Control-Theoretic Safety Guarantees for Dynamic Network Bridging. - Raffaele Galliera; Konstantinos Mitsopoulos; Niranjan Suri; Raffaele Romagnoli (CoRR, 2024)