DRNet: A Decision-Making Method for Autonomous Lane Changingwith Deep Reinforcement Learning

Kunpeng Xu, Lifei Chen, Shengrui Wang

Machine learning techniques have outperformed numerous rule-based methods for decision-making in autonomous vehicles. Despite recent efforts, lane changing remains a major challeng…