Deep Reinforcement Learning for Dynamic Multichannel Access in Wireless Networks

Shangxing Wang, Hanpeng Liu, Pedro Henrique Gomes +1

We consider a dynamic multichannel access problem, where multiple correlated channels follow an unknown joint Markov model. A user at each time slot selects a channel to transmit d…