Matt Botvinick: Neuroscience, Psychology, and AI at DeepMind | Lex Fridman Podcast #106
发布时间 2020-07-03 15:13:49 来源
摘要
Matt Botvinick is the Director of Neuroscience Research at DeepMind. He is a brilliant cross-disciplinary mind navigating effortlessly between cognitive psychology, computational neuroscience, and artificial intelligence.
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EPISODE LINKS:
Matt's papers: https://scholar.google.com/citations?user=eM916YMAAAAJ
PODCAST INFO:
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Clips playlist:
https://www.youtube.com/playlist?list=PLrAXtmErZgOeciFP3CBCIEElOJeitOr41
OUTLINE:
0:00 - Introduction
3:29 - How much of the brain do we understand?
14:26 - Psychology
22:53 - The paradox of the human brain
32:23 - Cognition is a function of the environment
39:34 - Prefrontal cortex
53:27 - Information processing in the brain
1:00:11 - Meta-reinforcement learning
1:15:18 - Dopamine
1:19:01 - Neuroscience and AI research
1:23:37 - Human side of AI
1:39:56 - Dopamine and reinforcement learning
1:53:07 - Can we create an AI that a human can love?
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