Towards learning-based planning:The nuPlan benchmark for real-world autonomous driving

Napat Karnchanachari, Dimitris Geromichalos, Kok Seang Tan +8

Machine Learning (ML) has replaced traditional handcrafted methods for perception and prediction in autonomous vehicles. Yet for the equally important planning task, the adoption o…