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

no code implementations • 17 May 2019 • Kota Nakashima, Shotaro Kamiya, Kazuki Ohtsu, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura

In densely deployed WLANs, the number of the available topologies of APs is extremely high, and thus we extract the features of the topological structures based on GCNs.

reinforcement-learning Reinforcement Learning (RL)