Path Following with Supervised Deep Reinforcement Learning

In this paper, we propose a fast adaptive learning method called supervised deep reinforcement learning to realize path following with high-dimensional input for autonomous driving task. We combine traditional feedback control method with deep reinforcement learning, the former providing a basic steering manipulation technique and the latter further improving the performance, which is similar with…