7 citations · 11 across the 6 of their papers we have counts for
4 papers · 1 filter
Collaborative Information Dissemination with Graph-based Multi-Agent Reinforcement Learning
Raffaele Galliera, Kristen Brent Venable, Matteo Bassani +1
Efficient information dissemination is crucial for supporting critical operations across domains like disaster response, autonomous vehicles, and sensor networks. This paper introd…
HeteroEdge: Addressing Asymmetry in Heterogeneous Collaborative Autonomous Systems
Mohammad Saeid Anwar, Emon Dey, Maloy Kumar Devnath +8
Gathering knowledge about surroundings and generating situational awareness for IoT devices is of utmost importance for systems developed for smart urban and uncontested environmen…
Enhancing object detection robustness: A synthetic and natural perturbation approach
Nilantha Premakumara, Brian Jalaian, Niranjan Suri +1
Robustness against real-world distribution shifts is crucial for the successful deployment of object detection models in practical applications. In this paper, we address the probl…
MARLIN: Soft Actor-Critic based Reinforcement Learning for Congestion Control in Real Networks
Raffaele Galliera, Alessandro Morelli, Roberto Fronteddu +1
Fast and efficient transport protocols are the foundation of an increasingly distributed world. The burden of continuously delivering improved communication performance to support…