End-to-End Automated Lane-Change Maneuvering Considering Driving Style Using a Deep Deterministic Policy Gradient Algorithm
Changing lanes while driving requires coordinating the lateral and longitudinal controls of a vehicle, considering its running state and the surrounding environment.Although the existing rule-based automated lane-changing method is simple, it is unsuitable for unpredictable scenarios encountered in practice.Therefore, using a deep deterministic pol