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Best of 2021 – FYI Podcast Compilation

FYI - For Your Innovation

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How to Make the Most Datar Efficient Learning System

One of the things that blew me away was when we trained a system with imitation learning purely from images to driving commands. We saw it for the first time slow down, it giveways and stop for traffic lights without ever having told it what a traffic lite was. I think that was back in thousand, early to thousand and 19. But we use a number of learning signals from supervised, unsivised l self supervised, reinforcement learning. And one of the most important things for us to build up was an understanding of how to mix these together in a molti task fashion. So we can use expert policy data. We have chauffeur drivers driving our vehicles constantly collecting expert driving

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