148 citations · 202 across the 7 of their papers we have counts for
Showing 2017Show all
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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…