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Keyword

active inference

Description: A framework for modeling perception and action in which agents use generative models to reduce uncertainty and pursue preferred outcomes.
Wikidata ID: wiki/Q17014702
OpenAlex ID: keywords/active-inference
The free-energy principle: a rough guide to the brain?
2009 · Karl Friston · Trends in Cognitive Sciences · 1,825
Interoceptive predictions in the brain
2015 · Lisa Feldman Barrett, W. Kyle Simmons · Nature reviews. Neuroscience · 1,757
The theory of constructed emotion: an active inference account of interoception and categorization
2016 · Lisa Feldman Barrett · Social Cognitive and Affective Neuroscience · 1,421
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Active Inference: A Process Theory
2016 · Karl Friston, Thomas FitzGerald, et al. · Neural Computation · 1,144
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The proactive brain: using analogies and associations to generate predictions
2007 · Moshe Bar · Trends in Cognitive Sciences · 1,142
The theory of constructed emotion: an active inference account of interoception and categorization
2017 · Lisa Feldman Barrett · Social Cognitive and Affective Neuroscience · 920
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The Predictive Coding Account of Psychosis
2018 · Philipp Sterzer, Rick A. Adams, et al. · Biological Psychiatry · 855
Predictions not commands: active inference in the motor system
2012 · Rick A. Adams, Stewart Shipp, et al. · Brain Structure and Function · 762
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Life as we know it
2013 · Karl Friston · Journal of The Royal Society Interface · 751
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Active inference and epistemic value
2015 · Karl Friston, Francesco Rigoli, et al. · Cognitive Neuroscience · 728
Active inference and learning
2016 · Karl Friston, Thomas FitzGerald, et al. · Neuroscience & Biobehavioral Reviews · 672
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Action understanding and active inference
2011 · Karl Friston, Jérémie Mattout, et al. · Biological Cybernetics · 663
Active Inference, homeostatic regulation and adaptive behavioural control
2015 · Giovanni Pezzulo, Francesco Rigoli, et al. · Progress in Neurobiology · 646
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Active Inference
2022 · Thomas Parr, Giovanni Pezzulo, et al. · The MIT Press eBooks · 640
An active inference theory of allostasis and interoception in depression
2016 · Lisa Feldman Barrett, Karen S. Quigley, et al. · Philosophical Transactions of the Royal Society B Biological Sciences · 554
Active inference, sensory attenuation and illusions
2013 · Harriet Brown, Rick A. Adams, et al. · Cognitive Processing · 486
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Perceptions as Hypotheses: Saccades as Experiments
2012 · Karl Friston, Rick A. Adams, et al. · Frontiers in Psychology · 461
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Does predictive coding have a future?
2018 · Karl Friston · Nature Neuroscience · 450
Reinforcement Learning or Active Inference?
2009 · Karl J. Friston, Jean Daunizeau, et al. · PLoS ONE · 441
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The Markov blankets of life: autonomy, active inference and the free energy principle
2018 · Michael Kirchhoff, Thomas Parr, et al. · Journal of The Royal Society Interface · 439
The graphical brain: Belief propagation and active inference
2017 · Karl J. Friston, Thomas Parr, et al. · Network Neuroscience · 411
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In vitro neurons learn and exhibit sentience when embodied in a simulated game-world
2022 · Brett J. Kagan, Andy C. Kitchen, et al. · Neuron · 397
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The anticipating brain is not a scientist: the free-energy principle from an ecological-enactive perspective
2016 · Jelle Bruineberg, Julian Kiverstein, et al. · Synthese · 382
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Dopamine, Affordance and Active Inference
2012 · Karl J. Friston, Tamara Shiner, et al. · PLoS Computational Biology · 380
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Active Inference, Curiosity and Insight
2017 · Karl J. Friston, Marco Lin, et al. · Neural Computation · 352
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Works count: 3,286
Citation count: 50,110
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