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Bayesian mechanics for stationary processes
This paper develops a Bayesian mechanics for adaptive systems. Firstly, we model the
interface between a system and its environment with a Markov blanket. This affords …
interface between a system and its environment with a Markov blanket. This affords …
Probabilistic Principles for Biophysics and Neuroscience: Entropy Production, Bayesian Mechanics & the Free-Energy Principle
L Da Costa - arxiv preprint arxiv:2410.11735, 2024 - arxiv.org
This thesis focuses on three fundamental aspects of biological systems; namely, entropy
production, Bayesian mechanics, and the free-energy principle. The contributions are …
production, Bayesian mechanics, and the free-energy principle. The contributions are …
Thermodynamic speed limits for co-evolving systems
Previously derived" global" thermodynamic speed limit theorems state that increasing the
maximum speed with which a system can evolve between two given probability distributions …
maximum speed with which a system can evolve between two given probability distributions …
Entropy production for discrete-time markov processes
M Igarashi - arxiv preprint arxiv:2205.07214, 2022 - arxiv.org
We study the multiple definitions of the entropy production for discrete-time Markov
processes in single systems and composite systems. We clarify the equivalence condition …
processes in single systems and composite systems. We clarify the equivalence condition …
Applying active inference to the study of collective behavior
C Heins - 2024 - kops.uni-konstanz.de
In this thesis, we delve into the intricate realm of collective behavior, melding the
perspectives of complex systems science with the predictive processing paradigm, and …
perspectives of complex systems science with the predictive processing paradigm, and …
Economic Cycles, Thermodynamic Uncertainty Relations, and Inflationary Bounds
E Parker - … Relations, and Inflationary Bounds (September 02 …, 2024 - papers.ssrn.com
In the century and a half since Maxwell first conjured his “finite being” which Lord Kelvin
subsequently dubbed a “daemon”, researchers have explored the connections between non …
subsequently dubbed a “daemon”, researchers have explored the connections between non …