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Sep, 2022
利用K均值算法高效搜索主动推理策略空间
Efficient search of active inference policy spaces using k-means
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Alex B. Kiefer, Mahault Albarracin
TL;DR
本文提出了一种用向量空间嵌入法来进行政策选择的方法，并使用k-means聚类算法选择代表点，以在目标取向的图遍历问题中实现了更高效的政策选择。
Abstract
We develop an approach to
policy selection
in
active inference
that allows us to efficiently search large policy spaces by mapping each policy to its embedding in a vector space. We sample the expected free energ
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