Medhat H. M. Elsayed

CoRR, 2024

Self-Play Ensemble Q-learning enabled Resource Allocation for Network Slicing.

[BibT_eX]

[DOI]

Shavbo Salehi

CoRR, 2024

LLM-Based Intent Processing and Network Optimization Using Attention-Based Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Extended Reality (XR) Codec Adaptation in 5G using Multi-Agent Reinforcement Learning with Attention Action Selection.

[BibT_eX]

[DOI]

CoRR, 2024

Federated Learning with Dual Attention for Robust Modulation Classification under Attacks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2024

Jamming Attacks and Mitigation in Transfer Learning Enabled 5G RAN Slicing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2024

Transformer-Based Wireless Traffic Prediction and Network Optimization in O-RAN.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications Workshops, 2024

2023

The Internet of Senses: Building on Semantic Communications and Edge Intelligence.

[BibT_eX]

[DOI]

IEEE Netw., 2023

Intent-driven Intelligent Control and Orchestration in O-RAN Via Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Cooperative Hierarchical Deep Reinforcement Learning based Joint Sleep, Power, and RIS Control for Energy-Efficient HetNet.

[BibT_eX]

[DOI]

CoRR, 2023

Hierarchical Reinforcement Learning Based Traffic Steering in Multi-RAT 5G Deployments.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

Beam Selection for Energy-Efficient mmWave Network Using Advantage Actor Critic Learning.

[BibT_eX]

[DOI]

Ycaro Dantas

Proceedings of the IEEE International Conference on Communications, 2023

Distributed Attacks over Federated Reinforcement Learning-Enabled Cell Sleep Control.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom Workshops 2023, 2023

Policy Poisoning Attacks on Transfer Learning Enabled Resource Allocation for Network Slicing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

Split Learning for Sensing-Aided Single and Multi-Level Beam Selection in Multi-Vendor RAN.

[BibT_eX]

[DOI]

Ycaro Dantas

Proceedings of the IEEE Global Communications Conference, 2023

Traffic Steering for 5G Multi-RAT Deployments using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

2022

Hierarchical Reinforcement Learning for RIS-Assisted Energy-Efficient RAN.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

Hierarchical Deep Q-Learning Based Handover in Wireless Networks with Dual Connectivity.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

2021

Transfer Reinforcement Learning for 5G New Radio mmWave Networks.

[BibT_eX]

[DOI]

Halim Yanikomeroglu

IEEE Trans. Wirel. Commun., 2021

Mobile Communications-Enabled Smart Grid Cosimulator System Design.

[BibT_eX]

[DOI]

IEEE Syst. J., 2021

Carrier Aggregation With Optimized UE Power Consumption in 5G.

[BibT_eX]

[DOI]

IEEE Netw. Lett., 2021

RAN Resource Slicing in 5G Using Multi-Agent Correlated Q-Learning.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

QoS-Aware Joint Component Carrier Selection and Resource Allocation for Carrier Aggregation in 5G.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

Reinforcement Learning Based Energy-Efficient Component Carrier Activation-Deactivation in 5G.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

2020

Low-Latency Communications for Community Resilience Microgrids: A Reinforcement Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2020

Transfer Reinforcement Learning for 5G-NR mm-Wave Networks.

[BibT_eX]

[DOI]

Halim Yanikomeroglu

CoRR, 2020

Machine Learning-based Inter-Beam Inter-Cell Interference Mitigation in mmWave.

[BibT_eX]

[DOI]

Kevin Shimotakahara

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Radio Resource and Beam Management in 5G mmWave Using Clustering and Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

2019

AI-Enabled Future Wireless Networks: Challenges, Opportunities, and Open Issues.

[BibT_eX]

[DOI]

IEEE Veh. Technol. Mag., 2019

High-Reliability Multi-Agent Q-Learning-Based Scheduling for D2D Microgrid Communications.

[BibT_eX]

[DOI]

IEEE Access, 2019

Reinforcement Learning-Based Joint Power and Resource Allocation for URLLC in 5G.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Integrated Power and Device-to-Device (D2D) Communications Simulator for Future Power Systems.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

AI-Enabled Radio Resource Allocation in 5G for URLLC and eMBB Users.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE 5G World Forum, 5GWF 2019, Dresden, Germany, September 30, 2019

2018

Deep Q-Learning for Low-Latency Tactile Applications: Microgrid Communications.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Deep Reinforcement Learning for Reducing Latency in Mission Critical Services.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2018

Learning-Based Resource Allocation for Data-Intensive and Immersive Tactile Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE 5G World Forum, 2018

2016

Encoding Distortion Modeling For DWT-Based Wireless EEG Monitoring System.

[BibT_eX]

[DOI]

Alaa Awad

Amr Mohamed

CoRR, 2016

2015

Distributed interference management using Q-Learning in cognitive femtocell networks: New USRP-based implementation.

[BibT_eX]

[DOI]

Amr Mohamed

Proceedings of the 7th International Conference on New Technologies, Mobility and Security, 2015

2014

DDSAT: Distributed Dynamic Spectrum Access Protocol Implementation Using GNURadio and USRP.

[BibT_eX]

[DOI]