Results 71 to 80 of about 5,838,744 (309)
Active inference and the two-step task
Scientific Reports, 2022 Sequential decision problems distill important challenges frequently faced by humans. Through repeated interactions with an uncertain world, unknown statistics need to be learned while balancing exploration and exploitation.
Sam Gijsen +2 more
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The Free Energy Principle for Perception and Action: A Deep Learning Perspective
Entropy, 2022 The free energy principle, and its corollary active inference, constitute a bio-inspired theory that assumes biological agents act to remain in a restricted set of preferred states of the world, i.e., they minimize their free energy. Under this principle,
Pietro Mazzaglia +3 more
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Schizophrenia bulletin, 2023 BACKGROUND AND HYPOTHESIS Active inference has become an influential concept in psychopathology. We apply active inference to investigate conceptual disorganization in first-episode schizophrenia.
R. Limongi +4 more
semanticscholar +1 more source
Expanding the Active Inference Landscape: More Intrinsic Motivations in the Perception-Action Loop
Frontiers in Neurorobotics, 2018 Active inference is an ambitious theory that treats perception, inference, and action selection of autonomous agents under the heading of a single principle.
Martin Biehl +6 more
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Limits on Active-Sterile Neutrino Mixing and the Primordial Deuterium Abundance [PDF]
, 1996 Studies of limits on active-sterile neutrino mixing derived from big bang nucleosynthesis considerations are extended to consider the dependance of these constraints on the primordial deuterium abundance. This study is motivated by recent measurements of
A. Songaila +39 more
core +4 more sources
Active inference and agency [PDF]
Cognitive Neuroscience, 2014 I greatly enjoyed Seth's compelling synthesis of sensorimotor contingencies and active inference. I would also like to thank Jim Hopkins for sending me the quote (below)-which speaks directly to the embodied nature of perceptual inference that underlies the perspectives reconciled in Seth (this issue).
openaire +2 more sources
EntropyThe Thoughtseeds Framework introduces a novel computational approach to modeling thought dynamics in meditative states, conceptualizing thoughtseeds as dynamic attentional agents that integrate information.
Prakash Chandra Kavi +3 more
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Active inference on discrete state-spaces: A synthesis [PDF]
Journal of Mathematical Psychology, 2020 Active inference is a normative principle underwriting perception, action, planning, decision-making and learning in biological or artificial agents. From its inception, its associated process theory has grown to incorporate complex generative models ...
Lancelot Da Costa +5 more
semanticscholar +1 more source
An Active Inference Model of Collective Intelligence
Entropy, 2021 Collective intelligence, an emergent phenomenon in which a composite system of multiple interacting agents performs at levels greater than the sum of its parts, has long compelled research efforts in social and behavioral sciences.
Rafael Kaufmann +2 more
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Informativeness of sleep cycle features in Bayesian assessment of newborn electroencephalographic maturation [PDF]
, 2011 Clinical experts assess the newborn brain development by analyzing and interpreting maturity-related features in sleep EEGs. Typically, these features widely vary during the sleep hours, and their informativeness can be different in different sleep ...
Jakaite, Livija +2 more
core +2 more sources