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cs.NI2023
DeepMPR: Enhancing Opportunistic Routing in Wireless Networks through Multi-Agent Deep Reinforcement Learning
Saeed Kaviani, Bo Ryu, Ejaz Ahmed +4
Opportunistic routing relies on the broadcast capability of wireless networks. It brings higher reliability and robustness in highly dynamic and/or severe environments such as mobi…
cs.NI2023
DeepADMR: A Deep Learning based Anomaly Detection for MANET Routing
Alex Yahja, Saeed Kaviani, Bo Ryu +2
We developed DeepADMR, a novel neural anomaly detector for the deep reinforcement learning (DRL)-based DeepCQ+ MANET routing policy. The performance of DRL-based algorithms such as…