Naram Mhaisen

CoRR, January, 2026

DRONE-RL: Dynamic reinforcement learning for online navigation of UAVs in evolving environments.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2026

2025

Slicing for AI: An Online Learning Framework for Network Slicing Supporting AI Services.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., December, 2025

Optimistic Learning for Communication Networks.

[BibT_eX]

[DOI]

Douglas J. Leith

CoRR, April, 2025

An online learning framework for UAV search mission in adversarial environments.

[BibT_eX]

[DOI]

Noor Khial

Expert Syst. Appl., 2025

On the Dynamic Regret of Following the Regularized Leader: Optimism with History Pruning.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Multi-Target Path Planning with Probabilistic Detection in Cluttered Environments.

[BibT_eX]

[DOI]

Noor Khial

Loay Ismail

Proceedings of the IEEE International Conference on Communications, 2025

2024

Online Caching With no Regret: Optimistic Learning via Recommendations.

[BibT_eX]

[DOI]

Douglas J. Leith

IEEE Trans. Mob. Comput., May, 2024

Adaptive online non-stochastic control.

[BibT_eX]

[DOI]

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

Optimistic Online Non-stochastic Control via FTRL.

[BibT_eX]

[DOI]

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024

An Online Learning Framework for UAV Target Search Missions in Non-Stationary Environments.

[BibT_eX]

[DOI]

Noor Khial

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2024

2023

Reinforcement Learning for Intelligent Healthcare Systems: A Review of Challenges, Applications, and Open Research Issues.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2023

Federated Learning for Online Resource Allocation in Mobile Edge Computing: A Deep Reinforcement Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Optimistic No-regret Algorithms for Discrete Caching.

[BibT_eX]

[DOI]

Proceedings of the Abstract Proceedings of the 2023 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2023

2022

On Designing Smart Agents for Service Provisioning in Blockchain-Powered Systems.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2022

Optimal User-Edge Assignment in Hierarchical Federated Learning Based on Statistical Properties and Network Topology Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2022

Multi-Agent Reinforcement Learning for Network Selection and Resource Allocation in Heterogeneous Multi-RAT Networks.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2022

Exploring Deep-Reinforcement-Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Preserving EdgeIoT.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Communication-efficient hierarchical federated learning for IoT heterogeneous systems with imbalanced data.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2022

Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in EdgeIoT.

[BibT_eX]

[DOI]

CoRR, 2022

Pervasive AI for IoT Applications: A Survey on Resource-Efficient Distributed Artificial Intelligence.

[BibT_eX]

[DOI]

IEEE Commun. Surv. Tutorials, 2022

Online Caching with Optimistic Learning.

[BibT_eX]

[DOI]

Douglas J. Leith

Proceedings of the IFIP Networking Conference, 2022

2021

Reinforcement Learning for Intelligent Healthcare Systems: A Comprehensive Survey.

[BibT_eX]

[DOI]

CoRR, 2021

Pervasive AI for IoT Applications: Resource-efficient Distributed Artificial Intelligence.

[BibT_eX]

[DOI]

CoRR, 2021

Rational Contracts: Data-driven Service Provisioning in Blockchain-powered Systems.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

2020

To chain or not to chain: A reinforcement learning approach for blockchain-enabled IoT monitoring applications.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2020

Analysis and Optimal Edge Assignment For Hierarchical Federated Learning on Non-IID Data.

[BibT_eX]

[DOI]

CoRR, 2020

Data Consistency in Multi-Cloud Storage Systems With Passive Servers and Non-Communicating Clients.

[BibT_eX]

[DOI]

Qutaibah M. Malluhi

IEEE Access, 2020

Real-Time Scheduling for Electric Vehicles Charging/Discharging Using Reinforcement Learning.

[BibT_eX]

[DOI]