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Anomaly Detection via Controlled Sensing and Deep Active Inference


May 12, 2021
Geethu Joseph, Chen Zhong, M. Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney

* Globecom 2020 
* 6 pages,9 figures 

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Anomaly Detection and Sampling Cost Control via Hierarchical GANs


Sep 28, 2020
Chen Zhong, M. Cenk Gursoy, Senem Velipasalar

* 6 pages, 7 figures, has been accepted by Globecom 2020 

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Adversarial jamming attacks and defense strategies via adaptive deep reinforcement learning


Jul 12, 2020
Feng Wang, Chen Zhong, M. Cenk Gursoy, Senem Velipasalar

* 13 pages, 24 figures 

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Deep Actor-Critic Reinforcement Learning for Anomaly Detection


Aug 28, 2019
Chen Zhong, M. Cenk Gursoy, Senem Velipasalar

* 5 figures 

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A Deep Actor-Critic Reinforcement Learning Framework for Dynamic Multichannel Access


Aug 20, 2019
Chen Zhong, Ziyang Lu, M. Cenk Gursoy, Senem Velipasalar

* 14 figures. arXiv admin note: text overlap with arXiv:1810.03695 

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Deep Multi-Agent Reinforcement Learning Based Cooperative Edge Caching in Wireless Networks


May 13, 2019
Chen Zhong, M. Cenk Gursoy, Senem Velipasalar


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Actor-Critic Deep Reinforcement Learning for Dynamic Multichannel Access


Oct 08, 2018
Chen Zhong, Ziyang Lu, M. Cenk Gursoy, Senem Velipasalar


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