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Dr. Sanjeev Namjoshi - Active Inference

Machine Learning Street Talk (MLST)

CHAPTER

Understanding Surprise and Variational Free Energy in World Modeling

This chapter explores how surprise can serve as an indicator of reliability in world models, emphasizing its relationship to the posterior distribution. It also introduces variational free energy as a more manageable computation method and discusses the implications for developing advanced artificial intelligence through active inference technologies.

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