148 citations · 342 across the 29 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.NI2017★ 5 cited
Multi-Agent Q-Learning Aided Backpressure Routing Algorithm for Delay Reduction
Juntao Gao, Yulong Shen, Minoru Ito +1
In queueing networks, it is well known that the throughput-optimal backpressure routing algorithm results in poor delay performance for light and moderate traffic loads. To improve…
cs.NI2017★ 148 cited
Adaptive Traffic Signal Control: Deep Reinforcement Learning Algorithm with Experience Replay and Target Network
Juntao Gao, Yulong Shen, Jia Liu +2
Adaptive traffic signal control, which adjusts traffic signal timing according to real-time traffic, has been shown to be an effective method to reduce traffic congestion. Availabl…
cs.DS2017★ 1 cited
SF-sketch: A Two-stage Sketch for Data Streams
Tong Yang, Lingtong Liu, Yibo Yan +5
A sketch is a probabilistic data structure used to record frequencies of items in a multi-set. Sketches are widely used in various fields, especially those that involve processing…