Before revision: Recently there is a growing interest in the end-to-end training of autonomous driving where the entire driving pipeline from perception to control is modeled as a neural network and jointly optimized. The end-to-end driving is usually first developed and validated in simulators  .
After revision: Recently there is a growing interest in the learning-based self driving system. To ensure safety, such systems are first developed and validated in simulators .