Opportunistic Routing in Wireless Communications via Learnable State-Augmented Policies

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Opportunistic Routing in Wireless Communications via Learnable State-Augmented Policies

5 March 2025

Navid Naderializadeh

Rahul Mangharam

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Papers citing "Opportunistic Routing in Wireless Communications via Learnable State-Augmented Policies"

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Title
Learning to Slice Wi-Fi Networks: A State-Augmented Primal-Dual Approach Yiugit Berkay Uslu Roya Doostnejad Alejandro Ribeiro Navid Naderializadeh 65 5 0 28 Jan 2025
Learning State-Augmented Policies for Information Routing in Communication Networks Sourajit Das Navid Naderializadeh Alejandro Ribeiro 50 2 0 30 Sep 2023
DeepMPR: Enhancing Opportunistic Routing in Wireless Networks through Multi-Agent Deep Reinforcement Learning Saeed Kaviani Bo Ryu Ejaz Ahmed Deokseong Kim Jae H. Kim Carrie Spiker Blake Harnden 46 3 0 16 Jun 2023
MAGNNETO: A Graph Neural Network-based Multi-Agent system for Traffic Engineering Guillermo Bernárdez José Suárez-Varela Albert Lopez Xiang Shi Shihan Xiao Xiangle Cheng Pere Barlet-Ros A. Cabellos-Aparicio 55 24 0 31 Mar 2023
State-Augmented Learnable Algorithms for Resource Management in Wireless Networks Navid Naderializadeh Mark Eisen Alejandro Ribeiro 66 18 0 05 Jul 2022
Graph Neural Networks for Wireless Communications: From Theory to Practice Yifei Shen Jun Zhang Shenghui Song Khaled B. Letaief GNN AI4CE 83 116 0 21 Mar 2022
Learning Resilient Radio Resource Management Policies with Graph Neural Networks Navid Naderializadeh Mark Eisen Alejandro Ribeiro 92 28 0 07 Mar 2022
State Augmented Constrained Reinforcement Learning: Overcoming the Limitations of Learning with Rewards Miguel Calvo-Fullana Santiago Paternain Luiz F. O. Chamon Alejandro Ribeiro OffRL 59 34 0 23 Feb 2021
Mobile Wireless Network Infrastructure on Demand Daniel Mox Miguel Calvo-Fullana Mikhail Gerasimenko Jonathan R. Fink Vijay Kumar Alejandro Ribeiro 33 17 0 07 Feb 2020
A Graph Neural Network Approach for Scalable Wireless Power Control Yifei Shen Yuanming Shi Jun Zhang Khaled B. Letaief GNN 47 79 0 19 Jul 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 778 8,533 0 03 Jan 2019
Spatial Deep Learning for Wireless Scheduling Wei Cui Kaiming Shen Wei Yu 45 208 0 04 Aug 2018
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 761 3,121 0 04 Jun 2018
Convolutional Neural Network Architectures for Signals Supported on Graphs Fernando Gama A. Marques G. Leus Alejandro Ribeiro 182 287 0 01 May 2018
Deep Convolutional Networks on Graph-Structured Data Mikael Henaff Joan Bruna Yann LeCun GNN 157 1,587 0 16 Jun 2015