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reinforcement learning demystified

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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Reinforcement Learning Demystified: Markov Decision Processes (Part 1)

#artificialintelligenceApr-3-2019, 03:44:05 GMT

In the previous blog post we talked about reinforcement learning and its characteristics. We mentioned the process of the agent observing the environment output consisting of a reward and the next state, and then acting upon that. This whole process is a Markov Decision Process or an MDP for short. This blog post is a bit mathy. Grab your coffee and a comfortable chair, and just dive in.

artificial intelligence, machine learning, reinforcement learning demystified, (4 more...)

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Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (0.74)
Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Undirected Networks > Markov Models (0.67)

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