A worked example of Fokker-Planck-based active inference
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In the neurosciences, this is known as active inference.
“In the neurosciences, this is known as active inference [60, 61, 62].”
From The free energy principle made simpler but not too simple (2023) · cites this paper as [62]
Cites
Markov blankets, information geometry and stochastic thermodynamics
Parr, T., Da Costa, L., & Friston, K. (2020) · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · doi:10.1098/rsta.2019.0159 · Cited by 141 · see citing works
Active inference body perception and action for humanoid robots
Oliver, G., Lanillos, P., & Cheng, G. (2019) · arXiv · doi:10.48550/arxiv.1906.03022 · Cited by 30 · see citing works
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The free energy principle made simpler but not too simple
Friston, K., Da Costa, L., Sajid, N., Heins, C., Ueltzhöffer, K., Pavliotis, G. A., & Parr, T. (2023) · Physics Reports · doi:10.1016/j.physrep.2023.07.001 · Cited by 163 · see citing works
Bayesian mechanics for stationary processes
Da Costa, L., Friston, K., Heins, C., & Pavliotis, G. A. (2021) · Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences · doi:10.1098/rspa.2021.0518 · Cited by 63 · see citing works
- Authors
- Koudahl, M. T., & de Vries, B.
- Affiliations
- Eindhoven University of Technology (NL)
- Corresponding author
- Koudahl, Magnus T.
- ORCID
- Koudahl, Magnus T.
- Venue
- Communications in Computer and Information Science
- Publisher
- Springer International Publishing
- Published
- 2020
- Pages
- 28-34
- ISSN
- 1865-0929 (ISSN-L)
- 1865-0937
- OpenAlex
- W3112962544
- Cited by
- 7
- References
- 2
- Citations by year
- 2025: 1 · 2023: 4 · 2021: 2
- FWCI
- 1.95
- Type
- conference paper
- Language
- en
- Open access
- closed
- Locations
- Communications in computer and information science (publishedVersion)
- TU/e Research Portal (submittedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Embodied and Extended Cognition
- Physical Sciences › Computer Science › Artificial Intelligence › Gaussian Processes and Bayesian Inference
- Physical Sciences › Computer Science › Artificial Intelligence › Bayesian Modeling and Causal Inference
- Keywords
- active inference, free energy principle, Fokker-Planck equation, equations of motion, Bayesian inference, statistical mechanics, worked examples
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