Relaxed Schrödinger Bridges and Robust Network Routing
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Control of Network Systems"
DOI: 10.1109/tcns.2019.2935623
Abstract: We seek network routing towards a desired final distribution that can mediate possible random link failures. In other words, we seek a routing plan that utilizes alternative routes so as to be relatively robust to… read more here.
Keywords: relaxed schr; schr dinger; network routing; dinger bridges ... See more keywords
A Reinforcement Learning Framework for Vehicular Network Routing Under Peak and Average Constraints
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2023.3235946
Abstract: Providing provable performance guarantees in vehicular network routing problems is crucial to ensure safely and timely delivery of information in an environment characterized by high mobility, dynamic network conditions, and frequent topology changes. While Reinforcement… read more here.
Keywords: network; peak average; framework; average constraints ... See more keywords