Urs Muller

Urs Muller is Director of Developer Technology and Chief Software Architect for NVIDIA Automotive in New Jersey. His work focuses on the development of end-to-end solutions for autonomous vehicles using the NVIDIA Tegra platform, and he has 20+ years of experience in robotics, computer vision, machine learning, and high performance computing. He received Ph.Ds in Electrical Engineering and Computer Science from the Swiss Federal Institue of Technology in 1993.
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Posts by Urs Muller

Simulation / Modeling / Design May 23, 2017

Explaining How End-to-End Deep Learning Steers a Self-Driving Car

As part of our autonomous driving research, NVIDIA has created a deep-learning based system, known as PilotNet, which learns to emulate the behavior of human... 8 MIN READ
Figure 1: NVIDIA's Lincoln MKV self-driving car.
Simulation / Modeling / Design Aug 17, 2016

End-to-End Deep Learning for Self-Driving Cars

In a new automotive application, we have used convolutional neural networks (CNNs) to map the raw pixels from a front-facing camera to the steering commands for... 18 MIN READ