RTGNN: A Novel Approach to Model Stochastic Traffic Dynamics

Ke Sun,Stephen Chaves,Paul Martin,Vijay Kumar,Ke Sun,Stephen Chaves,Paul Martin,Vijay Kumar

Modeling stochastic traffic dynamics is critical to developing self-driving cars. Because it is difficult to develop first principle models of cars driven by humans, there is great potential for using data driven approaches in developing traffic dynamical models. While there is extensive literature on this subject, previous works mainly address the prediction accuracy of data-driven models. Moreov...