No Supervision Required: Helm.ai Aims to Streamline Self-Driving Development

Rather than pursue traditional approaches, Helm is looking to master unsupervised learning to remove the need for large-scale fleet data and armies of human annotators. The result is scalable AI software that can achieve autonomous driving capabilities on an improved timeline and budget

https://blogs.nvidia.com/blog/2020/04/20/helm-ai-self-driving-unsupervised-learning/