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Active inference and learning [PDF]
Neuroscience and Biobehavioral Reviews, 2016 This paper offers an active inference account of choice behaviour and learning. It focuses on the distinction between goal-directed and habitual behaviour and how they contextualise each other.
Giovanni Pezzulo +2 more
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Active inference, communication and hermeneutics [PDF]
Cortex, 2015 Hermeneutics refers to interpretation and translation of text (typically ancient scriptures) but also applies to verbal and non-verbal communication.
Karl J. Friston, Chris D. Frith
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To be or not to be: The active inference of suicide
Neuroscience & Biobehavioral ReviewsSuicide presents an apparent paradox as a behavior whose motivation is not obvious since its outcome is non-existence and cannot be experienced. To address this paradox, we propose to frame suicide in the integrated theory of stress and active inference.
Valery, Krupnik, Nadia, Danilova
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Associative Learning and Active Inference
Neural ComputationAbstract Associative learning is a behavioral phenomenon in which individuals develop connections between stimuli or events based on their co-occurrence. Initially studied by Pavlov in his conditioning experiments, the fundamental principles of learning have been expanded on through the discovery of a wide range of learning phenomena ...
Petr Anokhin +3 more
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The Activation and Instantiation of Instrumental Inferences
Discourse Processes, 2009Participants read a series of passages containing an action that required the use of an instrument. In Experiment 1, a naming task failed to detect activation of a target instrument when that instrument was supported in the preceding text. In Experiment 2, reading times were slow on a target sentence that contradicted the inferential information ...
Harmon-Vukic, M. +3 more
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Active inference models do not contradict folk psychology
SynthÈse, 2022Maxwell J D Ramstead, Ryan Smith
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An active inference model of hierarchical action understanding, learning and imitation
Physics of Life Reviews, 2023Giovanni Pezzulo, Alessia Tessari
exaly
Prior preference learning from experts: Designing a reward with active inference
Neurocomputing, 2022Hyung Ju Hwang, Cheolhyeong Kim
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Active inference on discrete state-spaces: A synthesis
Journal of Mathematical Psychology, 2020Thomas Parr +2 more
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A step-by-step tutorial on active inference and its application to empirical data
Journal of Mathematical Psychology, 2022Karl J. Friston +2 more
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