Magnus T. Koudahl

22 papers C 1Misc 1Journal 16Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AXIOM: Learning to Play Games in Minutes with Expanding Object-Centric Models. CoRR Conor Heins, Toon Van de Maele, Alexander Tschantz, Hampus Linander, Dimitrije Markovic, Tommaso Salvatori, Corrado Pezzato, Ozan Çatal, Ran Wei, Magnus T. Koudahl, Marco Perin, Karl J. Friston, Tim Verbelen, Christopher L. Buckley
2025	J	`jnl`	Active Inference and Intentional Behavior. Neural Comput. Karl J. Friston, Tommaso Salvatori, Takuya Isomura, Alexander Tschantz, Alex B. Kiefer, Tim Verbelen, Magnus T. Koudahl, Aswin Paul, Thomas Parr, Adeel Razi, Brett J. Kagan, Christopher L. Buckley, Maxwell J. D. Ramstead
2025	J	`jnl`	Bayesian Predictive Coding. CoRR Alexander Tschantz, Magnus T. Koudahl, Hampus Linander, Lancelot Da Costa, Conor Heins, Jeff Beck, Christopher L. Buckley
2025	J	`jnl`	Gradient-Free De Novo Learning. Entropy Karl J. Friston, Thomas Parr, Conor Heins, Lancelot Da Costa, Tommaso Salvatori, Alexander Tschantz, Magnus T. Koudahl, Toon Van de Maele, Christopher Buckley, Tim Verbelen
2024	J	`jnl`	From pixels to planning: scale-free active inference. CoRR Karl J. Friston, Conor Heins, Tim Verbelen, Lancelot Da Costa, Tommaso Salvatori, Dimitrije Markovic, Alexander Tschantz, Magnus T. Koudahl, Christopher Buckley, Thomas Parr
2023	J	`jnl`	Active Inference and Intentional Behaviour. CoRR Karl J. Friston, Tommaso Salvatori, Takuya Isomura, Alexander Tschantz, Alex B. Kiefer, Tim Verbelen, Magnus T. Koudahl, Aswin Paul, Thomas Parr, Adeel Razi, Brett J. Kagan, Christopher L. Buckley, Maxwell J. D. Ramstead
2023	J	`jnl`	Realising Synthetic Active Inference Agents, Part I: Epistemic Objectives and Graphical Specification Language. CoRR Magnus T. Koudahl, Thijs van de Laar, Bert de Vries
2023	J	`jnl`	Realising Synthetic Active Inference Agents, Part II: Variational Message Updates. CoRR Thijs van de Laar, Magnus T. Koudahl, Bert de Vries
2023	J	`jnl`	Supervised structure learning. CoRR 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
2022	—	`conf`	A Message Passing Perspective on Planning Under Active Inference. IWAI Magnus T. Koudahl, Christopher L. Buckley, Bert de Vries
2022	J	`jnl`	Active Inference and Epistemic Value in Graphical Models. Frontiers Robotics AI Thijs van de Laar, Magnus T. Koudahl, Bart van Erp, Bert de Vries
2022	J	`jnl`	Designing Ecosystems of Intelligence from First Principles. CoRR 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
2022	—	`conf`	Gaussian Process-based Amortization of Variational Message Passing Update Rules. EUSIPCO Hoang M. H. Nguyen, Semih Akbayrak, Magnus T. Koudahl, Bert de Vries
2022	C	`conf`	Variational message passing for online polynomial NARMAX identification. ACC Wouter M. Kouw, Albert Podusenko, Magnus T. Koudahl, Maarten Schoukens
2022	J	`jnl`	Variational message passing for online polynomial NARMAX identification. CoRR Wouter M. Kouw, Albert Podusenko, Magnus T. Koudahl, Maarten Schoukens
2021	J	`jnl`	AIDA: An Active Inference-based Design Agent for Audio Processing Algorithms. CoRR Albert Podusenko, Bart van Erp, Magnus T. Koudahl, Bert de Vries
2021	J	`jnl`	Active Inference and Epistemic Value in Graphical Models. CoRR Thijs van de Laar, Magnus T. Koudahl, Bart van Erp, Bert de Vries
2021	J	`jnl`	Ergodicity-breaking reveals time optimal decision making in humans. PLoS Comput. Biol. David Meder, Finn Rabe, Tobias Morville, Kristoffer H. Madsen, Magnus T. Koudahl, Raymond J. Dolan, Hartwig R. Siebner, Oliver J. Hulme
2021	J	`jnl`	On Epistemics in Expected Free Energy for Linear Gaussian State Space Models. Entropy Magnus T. Koudahl, Wouter M. Kouw, Bert de Vries
2020	—	`conf`	A Worked Example of Fokker-Planck-Based Active Inference. IWAI Magnus T. Koudahl, Bert de Vries
2020	Misc	`conf`	Batman: Bayesian Target Modelling For Active Inference. ICASSP Magnus T. Koudahl, Bert de Vries
2020	—	`conf`	Learning Where to Park. IWAI Burak Ergul, Thijs van de Laar, Magnus T. Koudahl, Martin Roa Villescas, Bert de Vries