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Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs
  with Graph Convolutional Networks

Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs with Graph Convolutional Networks

17 May 2019
Kota Nakashima
Shotaro Kamiya
K. Ohtsu
Koji Yamamoto
Takayuki Nishio
M. Morikura
ArXivPDFHTML

Papers citing "Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs with Graph Convolutional Networks"

7 / 7 papers shown
Title
GNN-Based Joint Channel and Power Allocation in Heterogeneous Wireless
  Networks
GNN-Based Joint Channel and Power Allocation in Heterogeneous Wireless Networks
Lili Chen
Jingge Zhu
Jamie Evans
GNN
35
2
0
28 Jul 2024
Graph Neural Networks Gone Hogwild
Graph Neural Networks Gone Hogwild
Olga Solodova
Nick Richardson
Deniz Oktay
Ryan P. Adams
AI4CE
GNN
47
1
0
29 Jun 2024
Unsupervised Graph-based Learning Method for Sub-band Allocation in 6G
  Subnetworks
Unsupervised Graph-based Learning Method for Sub-band Allocation in 6G Subnetworks
Daniel Abode
Ramoni O. Adeogun
Lou Salaün
Renato Abreu
Thomas Jacobsen
Gilberto Berardinelli
21
3
0
13 Dec 2023
Decentralized Channel Management in WLANs with Graph Neural Networks
Decentralized Channel Management in WLANs with Graph Neural Networks
Zhan Gao
Yulin Shao
Deniz Gunduz
Amanda Prorok
36
11
0
30 Oct 2022
Reinforcement learning on graphs: A survey
Reinforcement learning on graphs: A survey
Mingshuo Nie
Dongming Chen
Dongqi Wang
49
46
0
13 Apr 2022
Neural combinatorial optimization beyond the TSP: Existing architectures
  under-represent graph structure
Neural combinatorial optimization beyond the TSP: Existing architectures under-represent graph structure
Matteo Boffa
Zied Ben-Houidi
J. Krolikowski
Dario Rossi
GNN
26
7
0
03 Jan 2022
Efficient power allocation using graph neural networks and deep
  algorithm unfolding
Efficient power allocation using graph neural networks and deep algorithm unfolding
Arindam Chowdhury
Gunjan Verma
Chirag R. Rao
A. Swami
Santiago Segarra
49
14
0
18 Nov 2020
1