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Deep Learning for Content-based Personalized Viewport Prediction of 360-Degree VR Videos
In this paper, the problem of head movement prediction for virtual reali...
03/01/2020 ∙ by Xinwei Chen, et al. ∙
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Experienced Deep Reinforcement Learning with Generative Adversarial Networks (GANs) for Model-Free Ultra Reliable Low Latency Communication
In this paper, a novel experienced deep reinforcement learning (deep-RL)...
11/01/2019 ∙ by Ali Taleb Zadeh Kasgari, et al. ∙
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Collaborative Artificial Intelligence (AI) for User-Cell association in Ultra-Dense Cellular Systems
In this paper, the problem of cell association between small base statio...
09/04/2018 ∙ by Kenza Hamidouche, et al. ∙
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Beyond 5G with UAVs: Foundations of a 3D Wireless Cellular Network
In this paper, a novel concept of three-dimensional (3D) cellular networ...
05/16/2018 ∙ by Mohammad Mozaffari, et al. ∙
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Human-in-the-Loop Wireless Communications: Machine Learning and Brain-Aware Resource Management
Human-centric applications such as virtual reality and immersive gaming ...
03/31/2018 ∙ by Ali Taleb Zadeh Kasgari, et al. ∙
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Stochastic Optimization and Control Framework for 5G Network Slicing with Effective Isolation
Network slicing is an emerging technique for providing resources to dive...
01/31/2018 ∙ by Ali Taleb Zadeh Kasgari, et al. ∙
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Ali Taleb Zadeh Kasgari
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Virginia Polytechnic Institute and State University
