139 citations · 851 across the 124 of their papers we have counts for
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eess.SP2020
Multi-Agent Double Deep Q-Learning for Beamforming in mmWave MIMO Networks
Xueyuan Wang, M. Cenk Gursoy
Beamforming is one of the key techniques in millimeter wave (mmWave) multi-input multi-output (MIMO) communications. Designing appropriate beamforming not only improves the quality…
eess.SP2020★ 8 cited
Adversarial jamming attacks and defense strategies via adaptive deep reinforcement learning
Feng Wang, Chen Zhong, M. Cenk Gursoy +1
As the applications of deep reinforcement learning (DRL) in wireless communications grow, sensitivity of DRL based wireless communication strategies against adversarial attacks has…
eess.SP2020
Anomaly Detection Under Controlled Sensing Using Actor-Critic Reinforcement Learning
Geethu Joseph, M. Cenk Gursoy, Pramod K. Varshney
We consider the problem of detecting anomalies among a given set of processes using their noisy binary sensor measurements. The noiseless sensor measurement corresponding to a norm…