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1905.07144
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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
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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
Lili Chen
Jingge Zhu
Jamie Evans
GNN
35
2
0
28 Jul 2024
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
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
Zhan Gao
Yulin Shao
Deniz Gunduz
Amanda Prorok
36
11
0
30 Oct 2022
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
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
Arindam Chowdhury
Gunjan Verma
Chirag R. Rao
A. Swami
Santiago Segarra
49
14
0
18 Nov 2020
1