Thijs van de Laar

activity

20162026

most citedA Factor Graph Approach to Automated Design of Bayesian Signal Processing Algorithms

46 citations · 83 across the 14 of their papers we have counts for

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Showing 2025Show all

2 papers · 1 filter

cs.AI2025

A Message Passing Realization of Expected Free Energy Minimization

Wouter W. L. Nuijten, Mykola Lukashchuk, Thijs van de Laar +1

We present a message passing approach to Expected Free Energy (EFE) minimization on factor graphs, based on the theory introduced in arXiv:2504.14898. By reformulating EFE minimiza…

stat.ML2025

Expected Free Energy-based Planning as Variational Inference

Bert de Vries, Wouter Nuijten, Thijs van de Laar +13

We address the problem of planning under uncertainty, where an agent must choose actions that not only achieve desired outcomes but also reduce uncertainty. Traditional methods oft…