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William Vorhies's Blog – August 2017 Archive (3)

Reinforcement Learning Part 3 – Challenges & Considerations

Summary:  In the first part of this series we described the basics of Reinforcement Learning (RL).  In this article we describe how deep learning is augmenting RL and a variety of challenges and considerations that need to be addressed in each implementation.

 

In the first part of this series,…

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Added by William Vorhies on August 29, 2017 at 9:03am — No Comments

Under the Hood with Reinforcement Learning – Understanding Basic RL Models

Summary:  Reinforcement Learning (RL) is likely to be the next big push in artificial intelligence.  It’s the core technique for robotics, smart IoT, game play, and many other emerging areas.  But the concept of modeling in RL is very different from our statistical techniques and deep learning.  In this two part series we’ll take a look at the basics of RL models, how they’re built and used.  In the next part, we’ll address some of the complexities that make development a…

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Added by William Vorhies on August 22, 2017 at 9:00am — No Comments

More on Fully Automated Machine Learning

Summary:  Recently we’ve been profiling Automated Machine Learning (AML) platforms, both of the professional variety, and particularly those proprietary one-click-to-model variety that are being pitched to untrained analysts and line-of-business managers.  Since our first article, readers have suggested some additional companies we should look at which are profiled here along with some interesting observations about who is buying and why.

 

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Added by William Vorhies on August 15, 2017 at 2:00pm — 2 Comments

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