11 citations · 16 across the 3 of their papers we have counts for
3 papers
cs.LG2022
A Spatial-Temporal Attention Multi-Graph Convolution Network for Ride-Hailing Demand Prediction Based on Periodicity with Offset
Dong Xing, Chenguang Zhao, Gang Wang
Ride-hailing service is becoming a leading part in urban transportation. To improve the efficiency of ride-hailing service, accurate prediction of transportation demand is a fundam…
cs.LG2020★ 11 cited
A Traffic Light Dynamic Control Algorithm with Deep Reinforcement Learning Based on GNN Prediction
Xiaorong Hu, Chenguang Zhao, Gang Wang
Today's intelligent traffic light control system is based on the current road traffic conditions for traffic regulation. However, these approaches cannot exploit the future traffic…
cs.LG2020★ 5 cited
PDLight: A Deep Reinforcement Learning Traffic Light Control Algorithm with Pressure and Dynamic Light Duration
Chenguang Zhao, Xiaorong Hu, Gang Wang
Existing ineffective and inflexible traffic light control at urban intersections can often lead to congestion in traffic flows and cause numerous problems, such as long delay and w…