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ORCIDPedro Enrique Iturria-Rivera
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2020 – today
- 2024
[c13]Md Arafat Habib, Pedro Enrique Iturria-Rivera, Yigit Ozcan, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Melike Erol-Kantarci:
Transformer-Based Wireless Traffic Prediction and Network Optimization in O-RAN. ICC Workshops 2024: 1-6- [i17]Md Arafat Habib, Pedro Enrique Iturria-Rivera, Yigit Ozcan, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Melike Erol-Kantarci:
Transformer-Based Wireless Traffic Prediction and Network Optimization in O-RAN. CoRR abs/2403.10808 (2024) - [i16]Pedro Enrique Iturria-Rivera, Raimundas Gaigalas, Medhat H. M. Elsayed, Majid Bavand, Yigit Ozcan, Melike Erol-Kantarci:
Extended Reality (XR) Codec Adaptation in 5G using Multi-Agent Reinforcement Learning with Attention Action Selection. CoRR abs/2405.15872 (2024) - [i15]Md Arafat Habib, Pedro Enrique Iturria-Rivera, Yigit Ozcan, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Melike Erol-Kantarci:
LLM-Based Intent Processing and Network Optimization Using Attention-Based Hierarchical Reinforcement Learning. CoRR abs/2406.06059 (2024) - [i14]Shavbo Salehi, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci:
Self-Play Ensemble Q-learning enabled Resource Allocation for Network Slicing. CoRR abs/2408.10376 (2024) - [i13]Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria-Rivera, Yigit Ozcan, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Melike Erol-Kantarci:
Machine Learning-enabled Traffic Steering in O-RAN: A Case Study on Hierarchical Learning Approach. CoRR abs/2409.20391 (2024) - 2023
- [j4]Pedro Enrique Iturria-Rivera
, Marcel Chenier, Bernard Herscovici, Burak Kantarci, Melike Erol-Kantarci:
Meta-Bandit: Spatial Reuse Adaptation via Meta-Learning in Distributed Wi-Fi 802.11ax. IEEE Netw. Lett. 5(4): 179-183 (2023) - [c12]Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci:
Traffic Steering for 5G Multi-RAT Deployments using Deep Reinforcement Learning. CCNC 2023: 164-169 - [c11]Ycaro Dantas, Pedro Enrique Iturria-Rivera, Hao Zhou, Yigit Ozcan, Majid Bavand, Medhat H. M. Elsayed, Raimundas Gaigalas, Melike Erol-Kantarci:
Split Learning for Sensing-Aided Single and Multi-Level Beam Selection in Multi-Vendor RAN. GLOBECOM 2023: 6652-6657 - [c10]Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci:
Hierarchical Reinforcement Learning Based Traffic Steering in Multi-RAT 5G Deployments. ICC 2023: 100-105 - [c9]Marco Skocaj, Pedro Enrique Iturria-Rivera, Roberto Verdone, Melike Erol-Kantarci:
Uplink Scheduling in Federated Learning: An Importance-Aware Approach via Graph Representation Learning. ICC Workshops 2023: 1014-1019 - [c8]Pedro Enrique Iturria-Rivera, Marcel Chenier, Bernard Herscovici, Burak Kantarci, Melike Erol-Kantarci:
RL meets Multi-Link Operation in IEEE 802.11be: Multi-Headed Recurrent Soft-Actor Critic-based Traffic Allocation. ICC 2023: 4001-4006 - [c7]Ycaro Dantas, Pedro Enrique Iturria-Rivera, Hao Zhou, Majid Bavand, Medhat H. M. Elsayed, Raimundas Gaigalas, Melike Erol-Kantarci:
Beam Selection for Energy-Efficient mmWave Network Using Advantage Actor Critic Learning. ICC 2023: 5285-5290 - [c6]Pedro Enrique Iturria-Rivera, Marcel Chenier, Bernard Herscovici, Burak Kantarci, Melike Erol-Kantarci:
Channel Selection for Wi-Fi 7 Multi-Link Operation via Optimistic-Weighted VDN and Parallel Transfer Reinforcement Learning. PIMRC 2023: 1-6 - [i12]Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci:
Traffic Steering for 5G Multi-RAT Deployments using Deep Reinforcement Learning. CoRR abs/2301.05316 (2023) - [i11]Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci:
Hierarchical Deep Q-Learning Based Handover in Wireless Networks with Dual Connectivity. CoRR abs/2301.05391 (2023) - [i10]Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci:
Hierarchical Reinforcement Learning Based Traffic Steering in Multi-RAT 5G Deployments. CoRR abs/2301.07818 (2023) - [i9]Marco Skocaj, Pedro Enrique Iturria-Rivera, Roberto Verdone, Melike Erol-Kantarci:
Uplink Scheduling in Federated Learning: an Importance-Aware Approach via Graph Representation Learning. CoRR abs/2301.11903 (2023) - [i8]Ycaro Dantas, Pedro Enrique Iturria-Rivera, Hao Zhou, Majid Bavand, Medhat H. M. Elsayed, Raimundas Gaigalas, Melike Erol-Kantarci:
Beam Selection for Energy-Efficient mmWave Network Using Advantage Actor Critic Learning. CoRR abs/2302.00156 (2023) - [i7]Pedro Enrique Iturria-Rivera, Marcel Chenier, Bernard Herscovici, Burak Kantarci, Melike Erol-Kantarci:
RL meets Multi-Link Operation in IEEE 802.11be: Multi-Headed Recurrent Soft-Actor Critic-based Traffic Allocation. CoRR abs/2303.08959 (2023) - [i6]Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci:
Intent-driven Intelligent Control and Orchestration in O-RAN Via Hierarchical Reinforcement Learning. CoRR abs/2307.02754 (2023) - [i5]Pedro Enrique Iturria-Rivera, Marcel Chenier, Bernard Herscovici, Burak Kantarci, Melike Erol-Kantarci:
Channel Selection for Wi-Fi 7 Multi-Link Operation via Optimistic-Weighted VDN and Parallel Transfer Reinforcement Learning. CoRR abs/2307.05419 (2023) - 2022
- [j3]Pedro Enrique Iturria-Rivera, Han Zhang, Hao Zhou, Shahram Mollahasani, Melike Erol-Kantarci:
Multi-Agent Team Learning in Virtualized Open Radio Access Networks (O-RAN). Sensors 22(14): 5375 (2022) - [j2]Roghayeh Joda, Turgay Pamuklu, Pedro Enrique Iturria-Rivera, Melike Erol-Kantarci:
Deep Reinforcement Learning-Based Joint User Association and CU-DU Placement in O-RAN. IEEE Trans. Netw. Serv. Manag. 19(4): 4097-4110 (2022) - [c5]Pedro Enrique Iturria-Rivera, Melike Erol-Kantarci:
Competitive Multi-Agent Load Balancing with Adaptive Policies in Wireless Networks. CCNC 2022: 796-801 - [c4]Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci:
Hierarchical Deep Q-Learning Based Handover in Wireless Networks with Dual Connectivity. GLOBECOM 2022: 6553-6558 - [i4]Pedro Enrique Iturria-Rivera, Marcel Chenier, Bernard Herscovici, Burak Kantarci, Melike Erol-Kantarci:
Cooperate or not Cooperate: Transfer Learning with Multi-Armed Bandit for Spatial Reuse in Wi-Fi. CoRR abs/2211.15741 (2022) - 2021
- [c3]Pedro Enrique Iturria-Rivera, Melike Erol-Kantarci:
QoS-Aware Load Balancing in Wireless Networks using Clipped Double Q-Learning. MASS 2021: 10-16 - [i3]Pedro Enrique Iturria-Rivera, Melike Erol-Kantarci:
QoS-Aware Load Balancing in Wireless Networks using Clipped Double Q-Learning. CoRR abs/2107.04207 (2021) - [i2]Pedro Enrique Iturria-Rivera, Melike Erol-Kantarci:
Competitive Multi-Agent Load Balancing with Adaptive Policies in Wireless Networks. CoRR abs/2110.07050 (2021) - 2020
- [j1]Ahmad Mohamad Mezher, Pedro Enrique Iturria-Rivera, Julián L. Cárdenas-Barrera, Julian Meng, Eduardo Castillo Guerra:
Efficient strategy to optimize key devices positions in large-scale RF mesh networks. Ad Hoc Networks 106: 102192 (2020) - [i1]Pedro Enrique Iturria-Rivera, Shahram Mollahasani, Melike Erol-Kantarci:
Multi Agent Team Learning in Disaggregated Virtualized Open Radio Access Networks (O-RAN). CoRR abs/2012.04861 (2020)
2010 – 2019
- 2019
- [c2]Ahmad Mohamad Mezher, Nisha Rajendran, Pedro Enrique Iturria-Rivera, Carlos Lester Dueñas Santos, Julian Meng, Eduardo Castillo Guerra:
Optimization of Key Devices Positions in Large-Scale RF Mesh Networks. PE-WASUN 2019: 67-72 - [c1]Ahmad Mohamad Mezher, Pedro Enrique Iturria-Rivera, Carlos Lester Dueñas Santos, Julián L. Cárdenas-Barrera, Julian Meng, Eduardo Castillo Guerra:
Minkowski Distance Order Effect on the Optimization of Key Devices Positions in Large-Scale RF Mesh Networks. PE-WASUN 2019: 73-77
Coauthor Index
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last updated on 2024-10-22 21:19 CEST by the dblp team
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