Shi-Cai Ji

Intelligent Decision-Making and Safety Control System for Autonomous Vehicles in Extreme Traffic Scenarios

The multiple challenges of low adhesion roads, nonlinear dynamics and dynamic uncertainty present challenges for the decision making and control systems of autonomous vehicles in extreme traffic. This paper proposes a hierarchical coupling architecture: the upper layer uses a soft actor-critic (CSAC) algorithm with saf...