Machine learning future trends

MACHINES LEARN TO BE SAFER How can computers that work in cars as autopilot learn the rules of the road? Some engineers believe that it would be good if computers were learning in virtual reality, on the mistakes made there, and not on real streets. This is a way to identify deficiencies in the operation of an autopilot, does not endanger real people. If the machine makes a mistake in simulating something, engineers can reconfigure the software by including new rules in it. Researchers are also developing methods that will allow machines to learn new behaviors independently, it will be much faster than if engineers do it in manual coding mode. These methods are part of a radical effort to accelerate the development of autonomous vehicles with the help of so-called machine learning. When Google developed its first self-managed cars, nearly a decade ago, engineers created huge software in hand, carefully encoding each behavioral algorithm. But thanks to the latest improvements