Super Data Science: ML & AI Podcast with Jon Krohn cover image

293: True Personalization Through Reinforcement Learning

Super Data Science: ML & AI Podcast with Jon Krohn

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The Advantages of Supervised Learning

You can combine exploration and exploitation to get your results faster. That's another big advantage of supervised learning. You can just deploy your model in the world and let it learn by itself. And even if your environment is completely different than when it was trained on. Yes, it might take some time for the agent to train well to that environment but most of the use cases we deal with even in industry,. you have that privilege of having your agent to train itself in an environment for a while before deploying it to the real world or in production.

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