Meet the professor who will help robots learn common sense: Sergey Levine

Computer Science Assistant Prof. Sergey Levine is the subject of an article in BGR about machine learning titled Meet the professor who will help robots learn common sense.  “One of the things I think we’ve seen with computer vision is the bottom-up approach tends to be very effective,” Levine says. “In other words, once you figure out a good way to acquire the low-level representations — in the case of vision, things like the fact that images consist of edges — then whatever technique you use that’s general that can acquire those low-level representations will also be able to deal with the higher level stuff”

“So for me, part of the hope is if we can find the right way to acquire the low-level behaviors, the higher behaviors will begin to emerge naturally. Using the same technique just applied at a larger scale.”