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Think of it like human intuition. We haven't developed left-brain logic AI yet, but we are getting closer to training AI to outpace a trained human. They can lo
by embwbam 5y ago
Think of it like human intuition. We haven't developed left-brain logic AI yet, but we are getting closer to training AI to outpace a trained human. They can look at a picture and say "That's a dog". That's an intuitive thought, not a logical one. A car could say "this situation feels dangerous", and ask the drive to take over, or it could just react and steer intuitively. It might not be able to reflect on its actions yet, but that doesn't mean it couldn't learn to drive.
Not that I think we WILL get to full self driving any time soon, but the car not being able to explain itself doesn't prevent us from getting there.
- visarga 5y agoI don't think anyone does video to steering wheel in one network. But they do create a 3d model of the environment from sensors and do planning on top of that. So there is the explanation - what the car thought it saw.
- version_five 5y agoYou're right for self driving cars of course. Have you seen this paper? I have not had a chance to read in detail yet, but it seems to be looking at direct steering control from video with a NN: https://arxiv.org/abs/2106.08314 https://arxiv.org/abs/2106.08314