16min chapter

Machine Learning Street Talk (MLST) cover image

Autopoitic Enactivism and the Free Energy Principle - Prof. Friston, Prof Buckley, Dr. Ramstead

Machine Learning Street Talk (MLST)

CHAPTER

Understanding Markov Blankets and the Free Energy Principle

This chapter explores the concept of Markov blankets as crucial interfaces between organisms and their environments, within the framework of the Free Energy Principle. It critiques philosophical divides in dynamics and information theory, promoting a more integrated perspective on internal and external states for cognitive science. Additionally, the chapter emphasizes the complex relationship between generative models, operational closure, and the autonomy of systems, urging a clearer distinction between structure and organization.

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