Formulation of Deep Reinforcement Learning Architecture Toward Autonomous Driving for On-Ramp Merge

Pin Wang, Ching-Yao Chan

Multiple automakers have in development or in production automated driving systems (ADS) that offer freeway-pilot functions. This type of ADS is typically limited to restricted-acc…