Improved Reinforcement Learning through Imitation Learning Pretraining Towards Image-based Autonomous Driving

Tianqi Wang, Dong Eui Chang

We present a training pipeline for the autonomous driving task given the current camera image and vehicle speed as the input to produce the throttle, brake, and steering control ou…