| Learning to Sail Dynamic Networks: The MARLIN Reinforcement Learning Framework for Congestion Control in Tactical Environments R Galliera, M Zaccarini, A Morelli, R Fronteddu, F Poltronieri, N Suri, ... MILCOM 2023-2023 IEEE Military Communications Conference (MILCOM), 424-429, 2023 | 3 | 2023 |
| Marlin: Soft actor-critic based reinforcement learning for congestion control in real networks R Galliera, A Morelli, R Fronteddu, N Suri NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium, 1-10, 2023 | 2 | 2023 |
| Object Detection at the Edge: Off-the-shelf Deep Learning Capable Devices and Accelerators R Galliera, N Suri Object Detection at the Edge: Off-the-shelf Deep Learning Capable Devices …, 2022 | 2 | 2022 |
| Marine Vessel Tracking using a Monocular Camera T Jacob, R Galliera, M Ali, S Bagui Proceedings of the 2nd International Conference on Deep Learning Theory and …, 2021 | 2 | 2021 |
| Distributed Autonomous Swarm Formation for Dynamic Network Bridging R Galliera, T Möhlenhof, A Amato, D Duran, KB Venable, N Suri arXiv preprint arXiv:2404.01557, 2024 | 1 | 2024 |
| Learning Collaborative Information Dissemination with Graph-based Multi-Agent Reinforcement Learning R Galliera, KB Venable, M Bassani, N Suri arXiv preprint arXiv:2308.16198, 2023 | 1 | 2023 |
| A machine learning approach to the determination of value of information to operators and applications on the tactical edge JM Perry, R Galliera, N Suri Procedia Computer Science 205, 137-146, 2022 | 1 | 2022 |
| Multi-Agent Reinforcement Learning with Control-Theoretic Safety Guarantees for Dynamic Network Bridging R Galliera, K Mitsopoulos, N Suri, R Romagnoli arXiv preprint arXiv:2404.01551, 2024 | | 2024 |
| Deep Reinforcement Learning for Communication Networks R Galliera Proceedings of the AAAI Conference on Artificial Intelligence 38 (21), 23387 …, 2024 | | 2024 |
| Collaborative Information Dissemination with Graph-based Multi-Agent Reinforcement Learning R Galliera, KB Venable, M Bassani, N Suri | | 2024 |
| RoamML: Distributed Machine Learning at the Tactical Edge S Dahdal, F Poltronieri, A Gilli, M Tortonesi, R Fronteddu, R Galliera, ... MILCOM 2023-2023 IEEE Military Communications Conference (MILCOM), 33-38, 2023 | | 2023 |
| An Introduction to Data Encryption and Future Trends in Lightweight Cryptography and Securing IoT Environments S Bagui, R Galliera Transactions on Machine Learning and Artificial Intelligence 10 (2), 14-26, 2022 | | 2022 |
Niranjan SuriUS Army Research Laboratory (ARL) and Florida Institute for Human & Machine Cognition (IHMC)Verified email at ihmc.us
