2 code implementations • 19 Nov 2022 • Hao Mei, Xiaoliang Lei, Longchao Da, Bin Shi, Hua Wei
This paper introduces a library for cross-simulator comparison of reinforcement learning models in traffic signal control tasks.
1 code implementation • 13 Aug 2022 • Xiaoliang Lei, Hao Mei, Bin Shi, Hua Wei
DTIGNN models the traffic system as a dynamic graph influenced by traffic signals, learns the transition models grounded by fundamental transition equations from transportation, and predicts future traffic states with imputation in the process.