AINeutralarXiv – CS AI · 8h ago6/10
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What Type of Inference is Active Inference?
Researchers provide a rigorous mathematical framework showing how Active Inference and Expected Free Energy (EFE) minimization can be decomposed into Variational Free Energy (VFE) minimization with explicit entropy corrections. The work clarifies the theoretical foundations of EFE-based planning by identifying which corrections are necessary for different decision-making scenarios, demonstrated through grid-world experiments.