Runtime Assurance of Learning-Based Lane Changing Control for Autonomous Driving Vehicles

Qiang Wang, Guang Kou, Longquan Chen, Ying He, Weipeng Cao, Geguang Pu

Abstract: Learning techniques such as deep reinforcement learning have been increasingly used in the controller design for autonomous vehicles, e.g., lane changing controllers. Although the use of learning t...