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

no code implementations • 17 Jul 2020 • Yun Yuan, Qinzheng Wang, Xianfeng Terry Yang

Leveraging a recently developed theory named physics regularized Gaussian process (PRGP), this study presents a stochastic microscopic traffic model that can capture the randomness and measure errors in the real world.

Bayesian Inference Stochastic Optimization