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04/19/2023
Performance of A Reconfigurable Intelligent Surface Controlled by An Illegitimate User
In this paper, we investigate how an illegitimate user can use a reconfi...
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02/17/2023
Approaching epidemiological dynamics of COVID-19 with physics-informed neural networks
A physics-informed neural network (PINN) embedded with the susceptible-i...
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02/15/2022
Secure Beamforming Design for Rate-Splitting Multiple Access in Multi-antenna Broadcast Channel with Confidential Messages
As physical layer security evolves to multi-user systems, multi-user int...
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01/20/2022
Weighted Sum-Rate Maximization for Rate-Splitting Multiple Access Based Secure Communication
As investigations on physical layer security evolve from point-to-point ...
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11/12/2020
VCE: Variational Convertor-Encoder for One-Shot Generalization
Variational Convertor-Encoder (VCE) converts an image to various styles;...
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11/11/2020
Proximal Policy Optimization via Enhanced Exploration Efficiency
Proximal policy optimization (PPO) algorithm is a deep reinforcement lea...
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07/01/2020
Regularly Updated Deterministic Policy Gradient Algorithm
Deep Deterministic Policy Gradient (DDPG) algorithm is one of the most w...
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06/19/2020
NROWAN-DQN: A Stable Noisy Network with Noise Reduction and Online Weight Adjustment for Exploration
Deep reinforcement learning has been applied more and more widely nowada...
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12/13/2019
Recruitment-imitation Mechanism for Evolutionary Reinforcement Learning
Reinforcement learning, evolutionary algorithms and imitation learning a...
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06/28/2019
Channel-Correlation-Enabled Transmit Optimization for MISO Wiretap Channels
An artificial-noise (AN)-aided beamformer specific to correlated main an...
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08/15/2018