Arvind Kumar Gupta

Physics-informed adversarial networks for stochastic second-order mean-field games of autonomous traffic

Abstract Inspired by the highly complex and nonlinear traffic flow phenomenon, we propose a second-order continuum model for autonomous vehicles (AVs) by considering them as rational and utility-optimizing agents. Further, by accounting for stochastic fluctuations in driving dyna...