EFE-based planning is formulated as variational free energy minimization with epistemic priors, decomposing into expected plan costs plus a complexity term.
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3 Pith papers cite this work. Polarity classification is still indexing.
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EFE-based active inference planning is characterized as VFE on an augmented model plus entropy and planning corrections, with a derived message-passing implementation and grid-world validation.
The Sensation Modulating Network (SMN) is proposed as an embodied architecture in which haltability, arising from opponent dynamics at all scales, supplies the structural basis for object-directed intentionality.
citing papers explorer
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Expected Free Energy-based Planning as Variational Inference
EFE-based planning is formulated as variational free energy minimization with epistemic priors, decomposing into expected plan costs plus a complexity term.
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What Type of Inference is Active Inference?
EFE-based active inference planning is characterized as VFE on an augmented model plus entropy and planning corrections, with a derived message-passing implementation and grid-world validation.
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The Sensation Modulating Network:Haltability as the architectural ground for object-directed phenomenology
The Sensation Modulating Network (SMN) is proposed as an embodied architecture in which haltability, arising from opponent dynamics at all scales, supplies the structural basis for object-directed intentionality.