The challenges of applying machine learning to autonomous vehicles, Andrej Karpathy, Telsa

Abstract: I'll cover cover some of the discrepancies between machine learning problems in academia and those in the industry, especially in the context of autonomous vehicles. I will also cover Tesla's approach to massive fleet learning and some of the associated open research problems.

Bio: Andrej is a Director of AI at Tesla, where he focuses on computer vision for the Autopilot. Previously he was a research scientist at OpenAI working on Reinforcement Learning and a PhD student at Stanford working on end-to-end learning of Convolutional/Recurrent neural network architectures for images and text.