110 citations · 445 across the 82 of their papers we have counts for
Showing 2020 · cs.PFShow all
2 papers · 2 filters
cs.PF2020
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…
cs.PF2020
Learning Algorithms for Minimizing Queue Length Regret
Thomas Stahlbuhk, Brooke Shrader, Eytan Modiano
We consider a system consisting of a single transmitter/receiver pair and channels over which they may communicate. Packets randomly arrive to the transmitter's queue and wait…