Longitudinal Dynamic versus Kinematic Models for Car-Following Control Using Deep Reinforcement Learning

Yuan Lin, John McPhee, Nasser L. Azad

The majority of current studies on autonomous vehicle control via deep reinforcement learning (DRL) utilize point-mass kinematic models, neglecting vehicle dynamics which includes…