Data-efficient Deep Reinforcement Learning for Vehicle Trajectory Control

Bernd Frauenknecht, Tobias Ehlgen, Sebastian Trimpe

Advanced vehicle control is a fundamental building block in the development of autonomous driving systems. Reinforcement learning (RL) promises to achieve control performance super…