Exploring Imitation Learning for Autonomous Driving with Feedback Synthesizer and Differentiable Rasterization

Jinyun Zhou, Rui Wang, Xu Liu +5

We present a learning-based planner that aims to robustly drive a vehicle by mimicking human drivers' driving behavior. We leverage a mid-to-mid approach that allows us to manipula…