| On Bayesian mechanics: a physics of and by beliefs MJD Ramstead, DAR Sakthivadivel, C Heins, M Koudahl, B Millidge, ... Interface Focus 13 (3), 20220029, 2023 | 91 | 2023 |
| Designing ecosystems of intelligence from first principles KJ Friston, MJD Ramstead, AB Kiefer, A Tschantz, CL Buckley, ... Collective Intelligence 3 (1), 26339137231222481, 2024 | 38 | 2024 |
| Ergodicity-breaking reveals time optimal decision making in humans D Meder, F Rabe, T Morville, KH Madsen, MT Koudahl, RJ Dolan, ... PLoS computational biology 17 (9), e1009217, 2021 | 34* | 2021 |
| On epistemics in expected free energy for linear gaussian state space models MT Koudahl, WM Kouw, B de Vries Entropy 23 (12), 1565, 2021 | 12 | 2021 |
| A worked example of Fokker-Planck-based active inference MT Koudahl, B de Vries Active Inference: First International Workshop, IWAI 2020, Co-located with …, 2020 | 8 | 2020 |
| Supervised structure learning KJ Friston, L Da Costa, A Tschantz, A Kiefer, T Salvatori, V Neacsu, ... Biological Psychology 193, 108891, 2024 | 7 | 2024 |
| Active inference and intentional behaviour KJ Friston, T Salvatori, T Isomura, A Tschantz, A Kiefer, T Verbelen, ... arXiv preprint arXiv:2312.07547, 2023 | 6 | 2023 |
| Active inference and epistemic value in graphical models T van de Laar, M Koudahl, B van Erp, B de Vries Frontiers in Robotics and AI 9, 794464, 2022 | 6 | 2022 |
| Variational message passing for online polynomial NARMAX identification WM Kouw, A Podusenko, MT Koudahl, M Schoukens 2022 American Control Conference (ACC), 2755-2760, 2022 | 5 | 2022 |
| AIDA: an active inference-based design agent for audio processing algorithms A Podusenko, B van Erp, M Koudahl, B de Vries Frontiers in Signal Processing 2, 842477, 2022 | 5 | 2022 |
| On bayesian mechanics: A physics of and by beliefs. arXiv MJD Ramstead, DAR Sakthivadivel, C Heins, M Koudahl, B Millidge, ... arXiv preprint arXiv:2205.11543, 2022 | 5 | 2022 |
| From pixels to planning: scale-free active inference K Friston, C Heins, T Verbelen, L Da Costa, T Salvatori, D Markovic, ... arXiv preprint arXiv:2407.20292, 2024 | 3 | 2024 |
| Realising Synthetic Active Inference Agents, Part I: Epistemic Objectives and Graphical Specification Language M Koudahl, T van de Laar, B De Vries arXiv preprint arXiv:2306.08014, 2023 | 3 | 2023 |
| Batman: bayesian target modelling for active inference MT Koudahl, B de Vries ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 3 | 2020 |
| Learning where to park B Ergul, T van de Laar, M Koudahl, M Roa-Villescas, B de Vries Active Inference: First International Workshop, IWAI 2020, Co-located with …, 2020 | 3 | 2020 |
| Realizing Synthetic Active Inference Agents, Part II: Variational Message Updates T van de Laar, M Koudahl, B De Vries Neural Computation, 1-38, 2024 | 1 | 2024 |
| A Message Passing Perspective on Planning Under Active Inference M Koudahl, CL Buckley, B de Vries International Workshop on Active Inference, 319-327, 2022 | 1 | 2022 |
| Particularly average. A comment on" How particular is the physics of the Free Energy Principle" by Aguilera et al. M Koudahl Physics of Life Reviews 42, 40-42, 2022 | 1 | 2022 |
| Method and System for Automatically Develop Rules for Agents Driving Device Behavior O Catal, M Albarracin, RJ Pitliya, T Verbelen, ADD Tschantz, AC Pruvost, ... US Patent App. 18/651,479, 2024 | | 2024 |
| Unambiguous precision. A comment on" Path integrals, particular kinds and strange things" by Friston K., Da Costa L., Sakthivadivel DAR, Heins C., Pavliotis GA, Ramstead M … M Koudahl Physics of Life Reviews 48, 33-35, 2024 | | 2024 |
