Safe Reinforcement Learning of Autonomous Highway Driving: A Unified Framework for Safety and Efficiency

Chufei Yan, Zhihao Cui, Yiyan Lv +3

Deep reinforcement learning (DRL) offers a compelling route to decision-making for advanced autonomous vehicles (AVs), yet its trial-and-error nature makes it difficult to guarante…