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Lex Fridman Podcast
#86 – David Silver: AlphaGo, AlphaZero, and Deep Reinforcement Learning
01:48:28
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2020/4/3
Lex Fridman Podcast
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Chapters
What is the first program discussed in the episode?
How did AlphaGo revolutionize the game of Go?
AlphaGo
What are the rules of the game of Go?
What has been your personal journey in reinforcement learning?
What exactly is reinforcement learning?
AlphaGo (continued)
How does supervised learning and self-play work in AlphaGo?
What led to Lee Sedol's retirement from Go play?
What insights does Garry Kasparov provide?
How does Alpha Zero utilize self-play?
What creativity does AlphaZero exhibit?
What are the applications of AlphaZero?
What are the implications of reward functions?
What is the meaning of life according to the episode?
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