3 papers
cs.AI2023★ 1 cited
A Novel Multi-Agent Deep RL Approach for Traffic Signal Control
Shijie Wang, Shangbo Wang
As travel demand increases and urban traffic condition becomes more complicated, applying multi-agent deep reinforcement learning (MARL) to traffic signal control becomes one of th…
cs.LG2023★ 1 cited
A Dynamic Temporal Self-attention Graph Convolutional Network for Traffic Prediction
Ruiyuan Jiang, Shangbo Wang, Yuli Zhang
Accurate traffic prediction in real time plays an important role in Intelligent Transportation System (ITS) and travel navigation guidance. There have been many attempts to predict…
cs.IT2017
STARIMA-based Traffic Prediction with Time-varying Lags
Peibo Duan, Guoqiang Mao, Shangbo Wang +2
Based on the observation that the correlation between observed traffic at two measurement points or traffic stations may be time-varying, attributable to the time-varying speed whi…