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 teach autonomous car


Terrible drivers could teach autonomous cars how to avoid crashes

New Scientist

Backseat driving can irritate even the most stoic of human drivers, but for autonomous vehicles those nagging comments could lead to the perfect road technique. The software that powers autonomous vehicles is often trained on hours of footage of people driving.


Playing Grand Theft Auto can teach autonomous cars how to drive

New Scientist

GETTING computers to recognise other cars is surprisingly difficult. Earlier this year, the first fatal autonomous car crash happened when a Tesla Model S failed to distinguish a white truck against a brightly lit sky. Now a study has shown that self-driving cars can be taught the rules of the road by studying virtual traffic on video games such as Grand Theft Auto V (GTA V). Although firms like Google and Uber are teaching their software by physically driving millions of miles in the real world, they also train their algorithms using pre-recorded footage of traffic. But there's a catch: computers need hundreds of thousands of laboriously labelled images, showing where vehicles begin and end, to make them expert vehicle recognisers.