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reinforcement learning essential prerequisite review

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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) …

Deep Reinforcement Learning Essential Prerequisite Review

#artificialintelligenceMay-14-2018, 10:36:43 GMT

In this section we are going to review all the background knowledge you need to have in order to understand Deep Reinforcement Learning. This includes: ** Markov Decision Processes (MDPs) ** Dynamic Programming ** Monte Carlo ** Temporal difference learning ** Deep Learning ** Approximation Methods ** State Transition Probabilities Hope to enjoy it!

deep learning, machine learning, reinforcement learning essential prerequisite review, (1 more...)

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Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (1.00)
Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.45)

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