back to indexDemis Hassabis: Transfer learning is key to AGI
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So transfer learning is when you transfer your knowledge from one domain to a new, 00:00:05.800 |
And I think that is the key to actually general intelligence. 00:00:08.560 |
And that's the thing that we as humans do amazingly well. 00:00:11.240 |
For example, I played so many board games now. 00:00:14.440 |
Uh, when I, if someone was to teach me a new board game, I wouldn't be coming to that 00:00:18.440 |
I would know, you know, straight away I could apply all of these different heuristics to 00:00:22.520 |
that I've learned from other games to this new one, even if I've never seen that before. 00:00:28.600 |
And I think the key to doing transfer learning is going to be a conceptual knowledge. 00:00:34.760 |
So the, so the acquisition of conceptual knowledge that is abstracted away from the 00:00:40.280 |
perceptual details of where you learned it from. 00:00:42.760 |
So then you can go, okay, I'll apply it to this new domain. 00:00:45.760 |
Um, so I think that's actually one of the, the, the big challenges to be tackled towards