Active inference and learning

⿢Optimal behaviour is quintessentially belief based.⿢Behaviour can be described as optimising expected free energy.⿢Expected free energy entails pragmatic and epistemic value.⿢Habits are learned by observing one⿿s own goal directed behaviour.⿢Habits are then selected online during active inference....

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Bibliographic Details
Published in:Neuroscience and biobehavioral reviews 2016-09, Vol.68, p.862-879
Main Authors: Friston, Karl, FitzGerald, Thomas, Rigoli, Francesco, Schwartenbeck, Philipp, O⿿Doherty, John, Pezzulo, Giovanni
Format: Article
Language:English
Subjects:
Active inference
Bayesian inference
Bayesian surprise
Choice Behavior
Dopamine
Epistemic value
Exploitation
Exploration
Free energy
Goal-directed
Habit learning
Habits
Information gain
Learning
Reward
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