Deep Learning based Wireless Resource Allocation with Application to
Vehicular Networks

Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks

7 July 2019

Hao Ye

Guanding Yu

Papers citing "Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks"

18 / 18 papers shown

Title
A Deep Learning Based Resource Allocator for Communication Systems with Dynamic User Utility Demands Pourya Behmandpoor Panagiotis Patrinos Marc Moonen 14 1 0 08 Nov 2023
Deep Graph Unfolding for Beamforming in MU-MIMO Interference Networks Arindam Chowdhury Gunjan Verma A. Swami Santiago Segarra 15 13 0 02 Apr 2023
Graph Neural Networks Meet Wireless Communications: Motivation, Applications, and Future Directions Mengyuan Lee Guanding Yu H. Dai Geoffrey Ye Li 30 28 0 08 Dec 2022
A State-Augmented Approach for Learning Optimal Resource Management Decisions in Wireless Networks Yiugit Berkay Uslu Navid Naderializadeh Mark Eisen Alejandro Riberio University of Pennsylvania 29 0 0 28 Oct 2022
State-Augmented Learnable Algorithms for Resource Management in Wireless Networks Navid Naderializadeh Mark Eisen Alejandro Ribeiro 26 16 0 05 Jul 2022
Machine Learning-Based User Scheduling in Integrated Satellite-HAPS-Ground Networks H. Dahrouj Shasha Liu Mohamed-Slim Alouini 14 14 0 27 May 2022
Learning to Optimize Resource Assignment for Task Offloading in Mobile Edge Computing Yurong Qian Jindan Xu Shuhan Zhu Wei Xu Lisheng Fan G. Karagiannidis 15 16 0 15 Mar 2022
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications Khaled B. Letaief Yuanming Shi Jianmin Lu Jianhua Lu 34 416 0 24 Nov 2021
Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee Yandong Shi Hayoung Choi Yuanming Shi Yong Zhou 27 29 0 19 Jun 2021
Age of Information Aware VNF Scheduling in Industrial IoT Using Deep Reinforcement Learning Mohammad Akbari Mohammad Reza Abedi Roghayeh Joda Mohsen Pourghasemian Nader Mokari Melike Erol-Kantarci 26 53 0 10 May 2021
Semantic Communications for Speech Signals Zhenzi Weng Zhijin Qin Geoffrey Ye Li 19 80 0 09 Dec 2020
Caching Placement and Resource Allocation for Cache-Enabling UAV NOMA Networks Tiankui Zhang Ziduan Wang Yuanwei Liu Wenjun Xu A. Nallanathan 7 65 0 12 Aug 2020
Improving Learning Efficiency for Wireless Resource Allocation with Symmetric Prior Chengjian Sun Jiajun Wu Chenyang Yang 18 17 0 18 May 2020
Wireless Power Control via Counterfactual Optimization of Graph Neural Networks Navid Naderializadeh Mark Eisen Alejandro Ribeiro 12 23 0 17 Feb 2020
Model-Free Learning of Optimal Ergodic Policies in Wireless Systems Dionysios S. Kalogerias Mark Eisen George J. Pappas Alejandro Ribeiro 13 13 0 10 Nov 2019
An Introduction to Deep Reinforcement Learning Vincent François-Lavet Peter Henderson Riashat Islam Marc G. Bellemare Joelle Pineau OffRL AI4CE 80 1,231 0 30 Nov 2018
Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning Jakob N. Foerster Nantas Nardelli Gregory Farquhar Triantafyllos Afouras Philip H. S. Torr Pushmeet Kohli Shimon Whiteson OffRL 109 595 0 28 Feb 2017
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 89 2,171 0 02 Feb 2017