activity
20222026
most citedAIDA: An Active Inference-based Design Agent for Audio Processing Algorithms

6 citations · 8 across the 5 of their papers we have counts for

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2 papers · 1 filter

cs.LG2026

A Factor Graph Approach to Scalable Multi-Output Gaussian Process Regression

Wouter W. L. Nuijten, Esther G. van Pelt, Albert Podusenko +2

Multi-output Gaussian process regression scales cubically in the number of observations times outputs, and dense kernel-matrix methods need bespoke handling whenever different outp…

cs.AI2026

Expected Free Energy-based Planning as Variational Inference

Wouter W. L. Nuijten, Thijs van de Laar, Bert de Vries

Planning under uncertainty requires agents to balance goal achievement with information gathering. Active inference addresses this through the Expected Free Energy (EFE), a cost fu…