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That seems a lot of Math... So, in order for me to understand it... What topics of math should I learn?

Or to summarize: What is the math prerequisite to learn Policy Gradients?

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    $\begingroup$ analysis and probability needed to understand optimisation methods dealing with gradient-descent and statistical optimisation $\endgroup$ – Nikos M. Mar 28 at 12:57

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