Offline Reinforcement Learning for Autonomous Driving with Safety and Exploration Enhancement

Tianyu Shi, Dong Chen, Kaian Chen +1

Reinforcement learning (RL) is a powerful data-driven control method that has been largely explored in autonomous driving tasks. However, conventional RL approaches learn control p…