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Active Inference as a Convex Markov Decision Process

Milosevic, Nikola et al.
arXiv (All) · Papers
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artificial-intelligencemachine-learning
Active Inference (AIF) frames adaptive behavior as the minimization of expected free energy (EFE), combining epistemic and pragmatic objectives within a single variational principle. We frame AIF as policy optimization and show that, for closed-loop control policies, EFE minimization can be formulat
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