GenAD: Innovative breakthrough in autonomous driving technology

The GenAD framework proposes an instance-centric scene representation method. First, a self-label is added to the learned agent label to construct a set of instance labels. Existing methods usually perform motion prediction and planning in a serial manner, ignoring the impact of future self-vehicle movement on other agents.