research
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06/16/2023
DeepMPR: Enhancing Opportunistic Routing in Wireless Networks through Multi-Agent Deep Reinforcement Learning
Opportunistic routing relies on the broadcast capability of wireless net...
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01/24/2023
DeepADMR: A Deep Learning based Anomaly Detection for MANET Routing
We developed DeepADMR, a novel neural anomaly detector for the deep rein...
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11/29/2021
DeepCQ+: Robust and Scalable Routing with Multi-Agent Deep Reinforcement Learning for Highly Dynamic Networks
Highly dynamic mobile ad-hoc networks (MANETs) remain as one of the most...
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01/09/2021