Risk-Aware Reward Shaping of Reinforcement Learning Agents for Autonomous Driving

Lin-Chi Wu, Zengjie Zhang, Sofie Haesaert +2

Reinforcement learning (RL) is an effective approach to motion planning in autonomous driving, where an optimal driving policy can be automatically learned using the interaction da…