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Mel Andrews: Ontology of the Free Energy Principle and the Philosophy of Machine Learning

RSam Podcast

CHAPTER

Exploring the Free Energy Principle and Its Philosophical and Mathematical Implications

The chapter delves into the philosophical and mathematical aspects of the free energy principle (FEP) paper, discussing its impact on various fields like biology, cognitive science, and machine learning. It explores the relationship between the FEP, formalization in science, and key philosophical influences on the field. The conversation also touches on the connection between the FEP, predictive coding, Bayesian reasoning, and principles from physics like statistical mechanics.

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