293: True Personalization Through Reinforcement Learning
Super Data Science: ML & AI Podcast with Jon Krohn
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The Power of Reinforcement Learning
John Langford: Reinforcement learning has huge potential, simply because it doesn't require all that labeled data in advance. We deploy an agent or in our example, a puppy in an environment and we let that agent or the puppy learn on the end of environments. And based on that environment, the puppy will learn to basically do something that will eventually reward the puppy. All you need to do is to define an environment and define what is good and what is bad, what is punishable and what is rewardable.
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