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Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | I mean, I'm not an expert in anthropology, | https://karpathy.ai/lexicap/0010-large.html#00:39:44.660 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | but it seems like we're very kind of good | https://karpathy.ai/lexicap/0010-large.html#00:39:46.660 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | within our own tribe, but need to be taught | https://karpathy.ai/lexicap/0010-large.html#00:39:49.260 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | to be nice to other tribes. | https://karpathy.ai/lexicap/0010-large.html#00:39:52.860 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | Well, if you look at Steven Pinker, | https://karpathy.ai/lexicap/0010-large.html#00:39:54.660 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | he highlights this pretty nicely in | https://karpathy.ai/lexicap/0010-large.html#00:39:56.300 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | Better Angels of Our Nature, | https://karpathy.ai/lexicap/0010-large.html#00:40:00.740 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | where he talks about violence decreasing over time | https://karpathy.ai/lexicap/0010-large.html#00:40:02.340 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | consistently. | https://karpathy.ai/lexicap/0010-large.html#00:40:04.980 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | So whatever tension, whatever teams we pick, | https://karpathy.ai/lexicap/0010-large.html#00:40:05.800 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | it seems that the long arc of history | https://karpathy.ai/lexicap/0010-large.html#00:40:08.340 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | goes towards us getting along more and more. | https://karpathy.ai/lexicap/0010-large.html#00:40:11.100 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | So. I hope so. | https://karpathy.ai/lexicap/0010-large.html#00:40:14.220 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | So do you think that, do you think it's possible | https://karpathy.ai/lexicap/0010-large.html#00:40:15.420 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | to teach RL based robots this kind of kindness, | https://karpathy.ai/lexicap/0010-large.html#00:40:20.620 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | this kind of ability to interact with humans, | https://karpathy.ai/lexicap/0010-large.html#00:40:26.180 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | this kind of policy, even to, let me ask a fun one. | https://karpathy.ai/lexicap/0010-large.html#00:40:28.380 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | Do you think it's possible to teach RL based robot | https://karpathy.ai/lexicap/0010-large.html#00:40:32.860 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | to love a human being and to inspire that human | https://karpathy.ai/lexicap/0010-large.html#00:40:35.140 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | to love the robot back? | https://karpathy.ai/lexicap/0010-large.html#00:40:38.580 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | So to like RL based algorithm that leads to a happy marriage. | https://karpathy.ai/lexicap/0010-large.html#00:40:40.020 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | That's an interesting question. | https://karpathy.ai/lexicap/0010-large.html#00:40:47.540 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | Maybe I'll answer it with another question, right? | https://karpathy.ai/lexicap/0010-large.html#00:40:48.860 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | Because I mean, but I'll come back to it. | https://karpathy.ai/lexicap/0010-large.html#00:40:52.820 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | So another question you can have is okay. | https://karpathy.ai/lexicap/0010-large.html#00:40:56.700 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | I mean, how close does some people's happiness get | https://karpathy.ai/lexicap/0010-large.html#00:40:58.940 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | from interacting with just a really nice dog? | https://karpathy.ai/lexicap/0010-large.html#00:41:03.560 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | Like, I mean, dogs, you come home, | https://karpathy.ai/lexicap/0010-large.html#00:41:07.620 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | that's what dogs do. | https://karpathy.ai/lexicap/0010-large.html#00:41:09.900 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | They greet you, they're excited, | https://karpathy.ai/lexicap/0010-large.html#00:41:10.740 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | makes you happy when you come home to your dog. | https://karpathy.ai/lexicap/0010-large.html#00:41:12.660 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | You're just like, okay, this is exciting. | https://karpathy.ai/lexicap/0010-large.html#00:41:14.700 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | They're always happy when I'm here. | https://karpathy.ai/lexicap/0010-large.html#00:41:16.460 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | And if they don't greet you, cause maybe whatever, | https://karpathy.ai/lexicap/0010-large.html#00:41:18.340 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | your partner took them on a trip or something, | https://karpathy.ai/lexicap/0010-large.html#00:41:21.300 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | you might not be nearly as happy when you get home, right? | https://karpathy.ai/lexicap/0010-large.html#00:41:23.540 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | And so the kind of, it seems like the level of reasoning | https://karpathy.ai/lexicap/0010-large.html#00:41:26.100 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | a dog has is pretty sophisticated, | https://karpathy.ai/lexicap/0010-large.html#00:41:30.260 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | but then it's still not yet at the level of human reasoning. | https://karpathy.ai/lexicap/0010-large.html#00:41:32.200 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | And so it seems like we don't even need to achieve | https://karpathy.ai/lexicap/0010-large.html#00:41:35.660 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | human level reasoning to get like very strong affection | https://karpathy.ai/lexicap/0010-large.html#00:41:37.840 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | with humans. | https://karpathy.ai/lexicap/0010-large.html#00:41:40.460 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | And so my thinking is why not, right? | https://karpathy.ai/lexicap/0010-large.html#00:41:41.700 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | Why couldn't, with an AI, couldn't we achieve | https://karpathy.ai/lexicap/0010-large.html#00:41:44.220 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | the kind of level of affection that humans feel | https://karpathy.ai/lexicap/0010-large.html#00:41:47.140 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | among each other or with friendly animals and so forth? | https://karpathy.ai/lexicap/0010-large.html#00:41:51.460 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | So question, is it a good thing for us or not? | https://karpathy.ai/lexicap/0010-large.html#00:41:57.480 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | That's another thing, right? | https://karpathy.ai/lexicap/0010-large.html#00:41:59.740 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | Because I mean, but I don't see why not. | https://karpathy.ai/lexicap/0010-large.html#00:42:01.380 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | Why not, yeah, so Elon Musk says love is the answer. | https://karpathy.ai/lexicap/0010-large.html#00:42:05.980 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | Maybe he should say love is the objective function | https://karpathy.ai/lexicap/0010-large.html#00:42:09.020 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | and then RL is the answer, right? | https://karpathy.ai/lexicap/0010-large.html#00:42:12.660 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | Well, maybe. | https://karpathy.ai/lexicap/0010-large.html#00:42:14.700 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | Oh, Peter, thank you so much. | https://karpathy.ai/lexicap/0010-large.html#00:42:17.660 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | I don't want to take up more of your time. | https://karpathy.ai/lexicap/0010-large.html#00:42:18.880 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | Thank you so much for talking today. | https://karpathy.ai/lexicap/0010-large.html#00:42:20.260 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | Well, thanks for coming by. | https://karpathy.ai/lexicap/0010-large.html#00:42:21.900 |
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10 | Great to have you visit. | https://karpathy.ai/lexicap/0010-large.html#00:42:23.500 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | The following is a conversation with Jürgen Schmidhuber. | https://karpathy.ai/lexicap/0011-large.html#00:00:00.000 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | He's the co director of the CS Swiss AI Lab | https://karpathy.ai/lexicap/0011-large.html#00:00:03.520 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and a co creator of long short term memory networks. | https://karpathy.ai/lexicap/0011-large.html#00:00:06.320 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | LSDMs are used in billions of devices today | https://karpathy.ai/lexicap/0011-large.html#00:00:10.360 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | for speech recognition, translation, and much more. | https://karpathy.ai/lexicap/0011-large.html#00:00:13.720 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Over 30 years, he has proposed a lot of interesting | https://karpathy.ai/lexicap/0011-large.html#00:00:17.400 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | out of the box ideas on meta learning, adversarial networks, | https://karpathy.ai/lexicap/0011-large.html#00:00:20.800 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | computer vision, and even a formal theory of quote, | https://karpathy.ai/lexicap/0011-large.html#00:00:24.800 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | creativity, curiosity, and fun. | https://karpathy.ai/lexicap/0011-large.html#00:00:28.720 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | This conversation is part of the MIT course | https://karpathy.ai/lexicap/0011-large.html#00:00:32.360 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | on artificial general intelligence | https://karpathy.ai/lexicap/0011-large.html#00:00:34.920 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and the artificial intelligence podcast. | https://karpathy.ai/lexicap/0011-large.html#00:00:36.560 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | If you enjoy it, subscribe on YouTube, iTunes, | https://karpathy.ai/lexicap/0011-large.html#00:00:38.840 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | or simply connect with me on Twitter | https://karpathy.ai/lexicap/0011-large.html#00:00:41.960 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | at Lex Friedman spelled F R I D. | https://karpathy.ai/lexicap/0011-large.html#00:00:43.960 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And now here's my conversation with Jürgen Schmidhuber. | https://karpathy.ai/lexicap/0011-large.html#00:00:47.280 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Early on you dreamed of AI systems | https://karpathy.ai/lexicap/0011-large.html#00:00:53.080 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | that self improve recursively. | https://karpathy.ai/lexicap/0011-large.html#00:00:55.640 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | When was that dream born? | https://karpathy.ai/lexicap/0011-large.html#00:00:58.680 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | When I was a baby. | https://karpathy.ai/lexicap/0011-large.html#00:01:01.800 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | No, that's not true. | https://karpathy.ai/lexicap/0011-large.html#00:01:03.160 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | When I was a teenager. | https://karpathy.ai/lexicap/0011-large.html#00:01:04.240 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And what was the catalyst for that birth? | https://karpathy.ai/lexicap/0011-large.html#00:01:06.520 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | What was the thing that first inspired you? | https://karpathy.ai/lexicap/0011-large.html#00:01:09.680 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | When I was a boy, I was thinking about what to do in my life | https://karpathy.ai/lexicap/0011-large.html#00:01:12.920 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and then I thought the most exciting thing | https://karpathy.ai/lexicap/0011-large.html#00:01:20.200 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | is to solve the riddles of the universe. | https://karpathy.ai/lexicap/0011-large.html#00:01:23.880 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And that means you have to become a physicist. | https://karpathy.ai/lexicap/0011-large.html#00:01:28.200 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | However, then I realized that there's something even grander. | https://karpathy.ai/lexicap/0011-large.html#00:01:30.920 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | You can try to build a machine | https://karpathy.ai/lexicap/0011-large.html#00:01:35.840 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | that isn't really a machine any longer | https://karpathy.ai/lexicap/0011-large.html#00:01:39.880 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | that learns to become a much better physicist | https://karpathy.ai/lexicap/0011-large.html#00:01:42.120 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | than I could ever hope to be. | https://karpathy.ai/lexicap/0011-large.html#00:01:44.520 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | And that's how I thought maybe I can multiply | https://karpathy.ai/lexicap/0011-large.html#00:01:47.080 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | my tiny little bit of creativity into infinity. | https://karpathy.ai/lexicap/0011-large.html#00:01:50.320 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | But ultimately that creativity will be multiplied | https://karpathy.ai/lexicap/0011-large.html#00:01:54.520 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | to understand the universe around us. | https://karpathy.ai/lexicap/0011-large.html#00:01:57.280 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | That's the curiosity for that mystery that drove you. | https://karpathy.ai/lexicap/0011-large.html#00:01:59.280 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | Yes, so if you can build a machine | https://karpathy.ai/lexicap/0011-large.html#00:02:05.800 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | that learns to solve more and more complex problems | https://karpathy.ai/lexicap/0011-large.html#00:02:08.440 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | and more and more general problem solver | https://karpathy.ai/lexicap/0011-large.html#00:02:13.880 |
Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs | Lex Fridman Podcast #11 | then you basically have solved all the problems, | https://karpathy.ai/lexicap/0011-large.html#00:02:16.880 |
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