Modeling Stochastic Microscopic Traffic Behaviors: a Physics Regularized Gaussian Process Approach

Yun Yuan, Qinzheng Wang, Xianfeng Terry Yang

Modeling stochastic traffic behaviors at the microscopic level, such as car-following and lane-changing, is a crucial task to understand the interactions between individual vehicle…