5 citations · 5 across the 1 of their papers we have counts for
3 papers
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
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.NI2016
Optimal Scheduling for Incentive WiFi Offloading under Energy Constraint
Juntao Gao, Minoru Ito, Norio Shiratori
WiFi offloading, where mobile device users (e.g., smart phone users) transmit packets through WiFi networks rather than cellular networks, is a promising solution to alleviating th…