Pedro Enrique Iturria Rivera

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 26

Top Topics

Reinforcement Learning

Wireless Networks

Top Venues

Publications

Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria Rivera, Medhat Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci
Traffic Steering for 5G Multi-RAT Deployments using Deep Reinforcement Learning. CCNC (2023)
Pedro Enrique Iturria Rivera, Medhat Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci
Hierarchical Deep Q-Learning Based Handover in Wireless Networks with Dual Connectivity. CoRR (2023)
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)
Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria Rivera, Medhat Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
Hierarchical Reinforcement Learning Based Traffic Steering in Multi-RAT 5G Deployments. CoRR (2023)
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)
Ycaro Dantas, Pedro Enrique Iturria Rivera, Hao Zhou, Majid Bavand, Medhat Elsayed, Raimundas Gaigalas, Melike Erol-Kantarci
Beam Selection for Energy-Efficient mmWave Network Using Advantage Actor Critic Learning. CoRR (2023)
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)
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)
Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria Rivera, Medhat Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
Intent-driven Intelligent Control and Orchestration in O-RAN Via Hierarchical Reinforcement Learning. CoRR (2023)
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 (2023)
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)
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 (2023)
Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria Rivera, Medhat Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci
Traffic Steering for 5G Multi-RAT Deployments using Deep Reinforcement Learning. CoRR (2023)
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 (2023)
Pedro Enrique Iturria Rivera, Melike Erol-Kantarci
Competitive Multi-Agent Load Balancing with Adaptive Policies in Wireless Networks. CCNC (2022)
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 (2022)
Pedro Enrique Iturria Rivera, Medhat Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci
Hierarchical Deep Q-Learning Based Handover in Wireless Networks with Dual Connectivity. GLOBECOM (2022)
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) (2022)
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) (2022)
Pedro Enrique Iturria Rivera, Melike Erol-Kantarci
QoS-Aware Load Balancing in Wireless Networks using Clipped Double Q-Learning. CoRR (2021)
Pedro Enrique Iturria Rivera, Melike Erol-Kantarci
Competitive Multi-Agent Load Balancing with Adaptive Policies in Wireless Networks. CoRR (2021)
Pedro Enrique Iturria Rivera, Melike Erol-Kantarci
QoS-Aware Load Balancing in Wireless Networks using Clipped Double Q-Learning. MASS (2021)
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 (2020)
Pedro Enrique Iturria Rivera, Shahram Mollahasani, Melike Erol-Kantarci
Multi Agent Team Learning in Disaggregated Virtualized Open Radio Access Networks (O-RAN). CoRR (2020)
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)
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)