RL-QN: A Reinforcement Learning Framework for Optimal Control of Queueing Systems

Bai Liu, Qiaomin Xie, Eytan Modiano

With the rapid advance of information technology, network systems have become increasingly complex and hence the underlying system dynamics are often unknown or difficult to charac…