Human-aligned Safe Reinforcement Learning for Highway On-Ramp Merging in Dense Traffic

Yang Li, Shijie Yuan, Yuan Chang +4

Most reinforcement learning (RL) approaches for the decision-making of autonomous driving consider safety as a reward instead of a cost, which makes it hard to balance the tradeoff…