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

机译：具有图形卷积网络的无线局域网基于深度加强学习的信道分配

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Kota Nakashima; Shotaro Kamiya; Kazuki Ohtsu; Koji Yamamoto; Takayuki Nishio; Masahiro Morikura;
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1. Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs With Graph Convolutional Networks [J] . Nakashima Kota, Kamiya Shotaro, Ohtsu Kazuki, Quality Control, Transactions . 2020,第期

机译：具有图形卷积网络的无线局域网基于深度加强学习的信道分配
2. Deep Reinforcement Learning-Based Mobility-Aware Robust Proactive Resource Allocation in Heterogeneous Networks [J] . Li Jing, Zhang Xing, Zhang Jiaxin, IEEE Transactions on Cognitive Communications and Networking . 2020,第1期

机译：基于深度加强学习的流动性，意识到异构网络中的强大主动资源分配
3. Deep Reinforcement Learning-Based Spectrum Allocation in Integrated Access and Backhaul Networks [J] . Lei Wanlu, Ye Yu, Xiao Ming IEEE Transactions on Cognitive Communications and Networking . 2020,第3期

机译：基于深度加强学习基于学习的频谱分配，在集成访问和回程网络中
4. Deep Reinforcement Learning-based Spectrum Allocation and Power Management for IAB Networks [C] . Qingqing Cheng, Zhiqiang Wei, Jinhong Yuan IEEE International Conference on Communications Workshops . 2021

机译：基于深度加强学习的IAB网络频谱分配和电源管理
5. A Reinforcement Learning-based Framework for Resource Allocation and Task Assignment in Mobile Edge Computing Networks [D] . Hsieh, Li-Tse. 2021

机译：基于加强学习的移动边缘计算网络中的资源分配和任务分配框架
6. A Graph Convolutional Network-Based Deep Reinforcement Learning Approach for Resource Allocation in a Cognitive Radio Network [O] . Di Zhao, Hao Qin, Bin Song, 2020

机译：一种图形卷积网络的资源分配在认知无线电网络中的基于卷积网络的深度加强学习方法
7. Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs with Graph Convolutional Networks [O] . Kota Nakashima, Shotaro Kamiya, Kazuki Ohtsu, 2019

机译：具有图形卷积网络的无线局域网基于深度加强学习的信道分配
8. Multi-Objective Reinforcement Learning-Based Deep Neural Networks for Cognitive Space Communications. [R] . Ferreria, P. V. R., Paffenroth, R., Wyglinski, A. M., 2017

机译：基于多目标强化学习的认知空间通信深度神经网络。

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

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