Pedro Enrique Iturria-Rivera

CoRR, 2024

2023

Meta-Bandit: Spatial Reuse Adaptation via Meta-Learning in Distributed Wi-Fi 802.11ax.

[BibT_eX]

[DOI]

IEEE Netw. Lett., December, 2023

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

[BibT_eX]

[DOI]

Hao Zhou

CoRR, 2023

Channel Selection for Wi-Fi 7 Multi-Link Operation via Optimistic-Weighted VDN and Parallel Transfer Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

Uplink Scheduling in Federated Learning: An Importance-Aware Approach via Graph Representation Learning.

[BibT_eX]

[DOI]

Marco Skocaj

Roberto Verdone

Proceedings of the IEEE International Conference on Communications, 2023

RL meets Multi-Link Operation in IEEE 802.11be: Multi-Headed Recurrent Soft-Actor Critic-based Traffic Allocation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

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

[BibT_eX]

[DOI]

Hao Zhou

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

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]

Hao Zhou

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

2022

Deep Reinforcement Learning-Based Joint User Association and CU-DU Placement in O-RAN.

[BibT_eX]

[DOI]

Roghayeh Joda

Turgay Pamuklu

IEEE Trans. Netw. Serv. Manag., December, 2022

Multi-Agent Team Learning in Virtualized Open Radio Access Networks (O-RAN).

[BibT_eX]

[DOI]

Sensors, 2022

Cooperate or not Cooperate: Transfer Learning with Multi-Armed Bandit for Spatial Reuse in Wi-Fi.

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

Competitive Multi-Agent Load Balancing with Adaptive Policies in Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE Annual Consumer Communications & Networking Conference, 2022

2021

QoS-Aware Load Balancing in Wireless Networks using Clipped Double Q-Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems, 2021

2020

Multi Agent Team Learning in Disaggregated Virtualized Open Radio Access Networks (O-RAN).

[BibT_eX]

[DOI]

Shahram Mollahasani

CoRR, 2020

Efficient strategy to optimize key devices positions in large-scale RF mesh networks.

[BibT_eX]

[DOI]

Ahmad Mohamad Mezher

Julián L. Cárdenas-Barrera

Julian Meng

Eduardo Castillo Guerra

Ad Hoc Networks, 2020

2019

Minkowski Distance Order Effect on the Optimization of Key Devices Positions in Large-Scale RF Mesh Networks.

[BibT_eX]

[DOI]

Ahmad Mohamad Mezher

Carlos Lester Dueñas Santos

Julián L. Cárdenas-Barrera

Julian Meng

Eduardo Castillo Guerra

Proceedings of the 16th ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, 2019

Optimization of Key Devices Positions in Large-Scale RF Mesh Networks.

[BibT_eX]

[DOI]

Ahmad Mohamad Mezher

Nisha Rajendran