Identify, Estimate and Bound the Uncertainty of Reinforcement Learning for Autonomous Driving

Weitao Zhou, Zhong Cao, Nanshan Deng +2

Deep reinforcement learning (DRL) has emerged as a promising approach for developing more intelligent autonomous vehicles (AVs). A typical DRL application on AVs is to train a neur…