Comprehensive Comparisons of Reinforcement Learning Algorithms in Autonomous Driving

Dechen Xie, Mushuang Liu

This paper presents a comprehensive comparison of four representative reinforcement learning (RL) methods in autonomous vehicle (AV) decision-making, including: Fitted Value Iterat…