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Planning with tensor networks based on active inference

Tensor networks (TNs) have seen an increase in applications in recent years. While they were originally developed to model many-body quantum systems, their usage has expanded into the field of machine learning. This work adds to the growing range of applications by focusing on planning by combining...

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Principais autores: Samuel T Wauthier, Tim Verbelen, Bart Dhoedt, Bram Vanhecke
Format: Artigo
Sprog:Inglês
Udgivet: IOP Publishing 2024-01-01
Serier:Machine Learning: Science and Technology
Fag:
active inference
generative modeling
planning
tensor networks
matrix product state
Online adgang:https://doi.org/10.1088/2632-2153/ad7571
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