Magnus T. Koudahl

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Linear Gaussian

Message Passing

Loopy Belief Propagation

Probabilistic Inference

Top Venues

Publications

Karl J. Friston, Conor Heins, Tim Verbelen, Lancelot Da Costa, Tommaso Salvatori, Dimitrije Markovic, Alexander Tschantz, Magnus T. Koudahl, Christopher L. Buckley, Thomas Parr
From pixels to planning: scale-free active inference. CoRR (2024)
Thijs van de Laar, Magnus T. Koudahl, Bert de Vries
Realising Synthetic Active Inference Agents, Part II: Variational Message Updates. CoRR (2023)
Magnus T. Koudahl, Thijs van de Laar, Bert de Vries
Realising Synthetic Active Inference Agents, Part I: Epistemic Objectives and Graphical Specification Language. CoRR (2023)
Karl J. Friston, Tommaso Salvatori, Takuya Isomura, Alexander Tschantz, Alex B. Kiefer, Tim Verbelen, Magnus T. Koudahl, Aswin Paul, Thomas Parr, Adeel Razi, Brett Kagan, Christopher L. Buckley, Maxwell J. D. Ramstead
Active Inference and Intentional Behaviour. CoRR (2023)
Karl J. Friston, Lancelot Da Costa, Alexander Tschantz, Alex B. Kiefer, Tommaso Salvatori, Victorita Neacsu, Magnus T. Koudahl, Conor Heins, Noor Sajid, Dimitrije Markovic, Thomas Parr, Tim Verbelen, Christopher L. Buckley
Supervised structure learning. CoRR (2023)
Wouter M. Kouw, Albert Podusenko, Magnus T. Koudahl, Maarten Schoukens
Variational message passing for online polynomial NARMAX identification. ACC (2022)
Wouter M. Kouw, Albert Podusenko, Magnus T. Koudahl, Maarten Schoukens
Variational message passing for online polynomial NARMAX identification. CoRR (2022)
Karl J. Friston, Maxwell J. D. Ramstead, Alex B. Kiefer, Alexander Tschantz, Christopher L. Buckley, Mahault Albarracin, Riddhi J. Pitliya, Conor Heins, Brennan Klein, Beren Millidge, Dalton A. R. Sakthivadivel, Toby St Clere Smithe, Magnus T. Koudahl, Safae Essafi Tremblay, Capm Petersen, Kaiser Fung, Jason G. Fox, Steven Swanson, Dan Mapes, Gabriel René
Designing Ecosystems of Intelligence from First Principles. CoRR (2022)
Magnus T. Koudahl, Christopher L. Buckley, Bert de Vries
A Message Passing Perspective on Planning Under Active Inference. IWAI (2022)
Hoang M. H. Nguyen, Semih Akbayrak, Magnus T. Koudahl, Bert de Vries
Gaussian Process-based Amortization of Variational Message Passing Update Rules. EUSIPCO (2022)
Thijs van de Laar, Magnus T. Koudahl, Bart van Erp, Bert de Vries
Active Inference and Epistemic Value in Graphical Models. Frontiers Robotics AI 9 (2022)
David Meder, Finn Rabe, Tobias Morville, Kristoffer H. Madsen, Magnus T. Koudahl, Ray J. Dolan, Hartwig R. Siebner, Oliver J. Hulme
Ergodicity-breaking reveals time optimal decision making in humans. PLoS Comput. Biol. 17 (9) (2021)
Magnus T. Koudahl, Wouter M. Kouw, Bert de Vries
On Epistemics in Expected Free Energy for Linear Gaussian State Space Models. Entropy 23 (12) (2021)
Albert Podusenko, Bart van Erp, Magnus T. Koudahl, Bert de Vries
AIDA: An Active Inference-based Design Agent for Audio Processing Algorithms. CoRR (2021)
Thijs van de Laar, Magnus T. Koudahl, Bart van Erp, Bert de Vries
Active Inference and Epistemic Value in Graphical Models. CoRR (2021)
Magnus T. Koudahl, Bert de Vries
A Worked Example of Fokker-Planck-Based Active Inference. IWAI (2020)
Magnus T. Koudahl, Bert de Vries
Batman: Bayesian Target Modelling For Active Inference. ICASSP (2020)
Burak Ergul, Thijs van de Laar, Magnus T. Koudahl, Martin Roa Villescas, Bert de Vries
Learning Where to Park. IWAI (2020)