Automated Driving with Evolution Capability: A Reinforcement Learning Method with Monotonic Performance Enhancement

Jia Hu, Xuerun Yan, Tian Xu +1

Reinforcement Learning (RL) offers a promising solution to enable evolutionary automated driving. However, the conventional RL method is always concerned with risk performance. The…