3 papers · 1 filter
Real-Time Inference for Distributed Multimodal Systems under Communication Delay Uncertainty
Victor Croisfelt, João Henrique Inacio de Souza, Shashi Raj Pandey +2
Connected cyber-physical systems perform inference based on real-time inputs from multiple data streams. Uncertain communication delays across data streams challenge the temporal f…
An open source Multi-Agent Deep Reinforcement Learning Routing Simulator for satellite networks
Federico Lozano-Cuadra, Mathias D. Thorsager, Israel Leyva-Mayorga +1
This paper introduces an open source simulator for packet routing in Low Earth Orbit Satellite Constellations (LSatCs) considering the dynamic system uncertainties. The simulator,…
Continual Deep Reinforcement Learning for Decentralized Satellite Routing
Federico Lozano-Cuadra, Beatriz Soret, Israel Leyva-Mayorga +1
This paper introduces a full solution for decentralized routing in Low Earth Orbit satellite constellations based on continual Deep Reinforcement Learning (DRL). This requires addr…