~~Physics~~ Math be like…
this post was submitted on 11 Jul 2024
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Reinforcement learning is a machine learning (ML) technique (“AI” in layman terms) for optimizing neural networks and other types of non-linear models.
As far as ML math goes, this is fairly tame. It looks complicated, but is spelled out clearly in the paper. A lot of these kind of theoretical papers — things that would get published in Automatica — are going to lean very heavy on math.
Source: PhD in Computer Science with dissertation using neural networks.