Khoi Khac Nguyen

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 14

Top Topics

Policy Gradient

Reinforcement Learning

Resource Allocation

Function Approximation

Top Venues

IEEE J. Sel. Top. Signal Process.

EAI Endorsed Trans. Ind. Networks Intell. Syst.

Publications

Khoi Khac Nguyen, Antonino Masaracchia, Cheng Yin
Deep Reinforcement Learning for Intelligent Reflecting Surface-assisted D2D Communications. EAI Endorsed Trans. Ind. Networks Intell. Syst. 10 (1) (2023)
Khoi Khac Nguyen, Saeed R. Khosravirad, Daniel Benevides da Costa, Long Dinh Nguyen, Trung Q. Duong
Reconfigurable Intelligent Surface-Assisted Multi-UAV Networks: Efficient Resource Allocation With Deep Reinforcement Learning. IEEE J. Sel. Top. Signal Process. 16 (3) (2022)
Khoi Khac Nguyen, Trung Q. Duong, Tan Do-Duy, Holger Claussen, Lajos Hanzo
3D UAV Trajectory and Data Collection Optimisation Via Deep Reinforcement Learning. IEEE Trans. Commun. 70 (4) (2022)
Khoi Khac Nguyen, Antonino Masaracchia, Vishal Sharma, H. Vincent Poor, Trung Q. Duong
RIS-Assisted UAV Communications for IoT With Wireless Power Transfer Using Deep Reinforcement Learning. IEEE J. Sel. Top. Signal Process. 16 (5) (2022)
Antonino Masaracchia, Yijiu Li, Khoi Khac Nguyen, Cheng Yin, Saeed R. Khosravirad, Daniel Benevides da Costa, Trung Q. Duong
UAV-Enabled Ultra-Reliable Low-Latency Communications for 6G: A Comprehensive Survey. IEEE Access 9 (2021)
Khoi Khac Nguyen, Antonino Masaracchia, Tan Do-Duy, H. Vincent Poor, Trung Q. Duong
RIS-assisted UAV Communications for IoT with Wireless Power Transfer Using Deep Reinforcement Learning. CoRR (2021)
Khoi Khac Nguyen, Ngo Anh Vien, Long Dinh Nguyen, Minh-Tuan Le, Lajos Hanzo, Trung Q. Duong
Real-Time Energy Harvesting Aided Scheduling in UAV-Assisted D2D Networks Relying on Deep Reinforcement Learning. IEEE Access 9 (2021)
Khoi Khac Nguyen, Trung Q. Duong, Tan Do-Duy, Holger Claussen, Lajos Hanzo
3D UAV Trajectory and Data Collection Optimisation via Deep Reinforcement Learning. CoRR (2021)
Khoi Khac Nguyen, Antonino Masaracchia, Cheng Yin, Long Dinh Nguyen, Octavia A. Dobre, Trung Q. Duong
Deep Reinforcement Learning for Intelligent Reflecting Surface-assisted D2D Communications. CoRR (2021)
Long Dinh Nguyen, Khoi Khac Nguyen, Ayse Kortun, Trung Q. Duong
Real-Time Deployment and Resource Allocation for Distributed UAV Systems in Disaster Relief. SPAWC (2019)
Khoi Khac Nguyen, Trung Q. Duong, Ngo Anh Vien, Nhien-An Le-Khac, Long Dinh Nguyen
Distributed Deep Deterministic Policy Gradient for Power Allocation Control in D2D-Based V2V Communications. IEEE Access 7 (2019)
Khoi Khac Nguyen, Trung Quang Duong, Ngo Anh Vien, Nhien-An Le-Khac, Minh-Nghia Nguyen
Non-Cooperative Energy Efficient Power Allocation Game in D2D Communication: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Access 7 (2019)
Khoi Khac Nguyen, Dinh Thai Hoang, Dusit Niyato, Ping Wang, Diep N. Nguyen, Eryk Dutkiewicz
Cyberattack detection in mobile cloud computing: A deep learning approach. WCNC (2018)
Khoi Khac Nguyen, Dinh Thai Hoang, Dusit Niyato, Ping Wang, Diep N. Nguyen, Eryk Dutkiewicz
Cyberattack Detection in Mobile Cloud Computing: A Deep Learning Approach. CoRR (2017)