Spatial-Temporal Reinforcement Learning for Network Routing with Non-Markovian Traffic

Molly Wang, Kin. K Leung

Reinforcement Learning (RL) has been widely used for packet routing in communication networks, but traditional RL methods rely on the Markov assumption that the current state conta…