Active Inference, Evidence Accumulation, and the Urn Task

No abstract is available for this paper.

• Publication year

  2015

• Venue

  Neural Computation

• Publication date

  2015-02-01

• Fields of study

  Medicine, Computer Science, Psychology

• Identifiers
  DOI 10.1162/NECO_a_00699PMID 25514108PMCID PMC4426890
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Bayesian inferences about the self (and others): A review

  2014cited by this paper
• The anatomy of choice: dopamine and decision-making

  2014cited by this paper
• The Dopaminergic Midbrain Encodes the Expected Certainty about Desired Outcomes

  2014cited by this paper
• The Computational Anatomy of Psychosis

  2013cited by this paper
• Activation of Midbrain and Ventral Striatal Regions Implicates Salience Processing during a Modified Beads Task

  2013cited by this paper
• Exploration, novelty, surprise, and free energy minimization

  2013cited by this paper
• Reward Optimization in the Primate Brain: A Probabilistic Model of Decision Making under Uncertainty

  2013cited by this paper
• Spatial Attention, Precision, and Bayesian Inference: A Study of Saccadic Response Speed

  2013cited by this paper
• Uncertainty about mapping future actions into rewards may underlie performance on multiple measures of impulsivity in behavioral addiction: evidence from Parkinson's disease.

  2013influential reference
• The anatomy of choice: active inference and agency

  2013influential reference
• Active inference, sensory attenuation and illusions

  2013cited by this paper
• Making Decisions with Unknown Sensory Reliability

  2012cited by this paper
• The Cost of Accumulating Evidence in Perceptual Decision Making

  2012cited by this paper
• Smooth Pursuit and Visual Occlusion: Active Inference and Oculomotor Control in Schizophrenia

  2012influential reference
• Dopamine, Affordance and Active Inference

  2012influential reference
• Prefrontal cortex dysfunction and 'Jumping to Conclusions': bias or deficit?

  2012cited by this paper
• Computational psychiatry.

  2012cited by this paper
• Decision making, impulsivity, and addictions: Do Parkinson's disease patients jump to conclusions?

  2012influential reference
• Dopamine and performance in a reinforcement learning task: evidence from Parkinson’s disease

  2012cited by this paper
• Computational psychiatry (vol 16, pg 72, 2012)

  2012cited by this paper
• Probabilistic learning and inference in schizophrenia.

  2011cited by this paper
• Neuron-type specific signals for reward and punishment in the ventral tegmental area

  2011cited by this paper
• Mechanisms underlying cortical activity during value-guided choice

  2011cited by this paper
• Bayesian modelling of Jumping-to-Conclusions bias in delusional patients

  2011influential reference
• Parietal Cortex and Insula Relate to Evidence Seeking Relevant to Reward-Related Decisions

  2011cited by this paper
• Extrastriatal dopaminergic dysfunction in tourette syndrome

  2010cited by this paper
• The free-energy principle: a unified brain theory?

  2010cited by this paper
• The contribution of hypersalience to the "jumping to conclusions" bias associated with delusions in schizophrenia.

  2010cited by this paper
• Personality, addiction, dopamine: insights from Parkinson's disease.

  2009cited by this paper
• The Role of Human Orbitofrontal Cortex in Value Comparison for Incommensurable Objects

  2009cited by this paper
• The dopamine hypothesis of schizophrenia: version III--the final common pathway.

  2009influential reference
• Persecutory Delusions: Assessment, Theory, and Treatment

  2009cited by this paper
• Persecutory Delusions: Assessment, Theory, and Treatment

  2008cited by this paper
• 'Jumping to conclusions' and delusions in psychosis: relationship and response to treatment.

  2008cited by this paper
• DEM: A variational treatment of dynamic systems

  2008cited by this paper
• Dopaminergic signaling in dendritic spines.

  2008cited by this paper
• A transdiagnostic investigation of ‘theory of mind’ and ‘jumping to conclusions’ in patients with persecutory delusions

  2007cited by this paper
• Probabilistic reasoning by neurons

  2007cited by this paper
• The neural basis of decision making.

  2007cited by this paper
• Variational free energy and the Laplace approximation

  2007cited by this paper
• Selective reinforcement learning deficits in schizophrenia support predictions from computational models of striatal-cortical dysfunction.

  2007cited by this paper
• Dopamine anatomy

  2007cited by this paper
• Cortical substrates for exploratory decisions in humans

  2006cited by this paper
• Reflection impulsivity in current and former substance users.

  2006cited by this paper
• Jumping to conclusions in delusional and non-delusional schizophrenic patients.

  2005influential reference
• A theory of cortical responses

  2005cited by this paper
• Neural systems of reinforcement for drug addiction: from actions to habits to compulsion

  2005cited by this paper
• Dissociable Roles of Ventral and Dorsal Striatum in Instrumental Conditioning

  2004cited by this paper
• On the computational architecture of the neocortex

  2004cited by this paper
• By Carrot or by Stick: Cognitive Reinforcement Learning in Parkinsonism

  2004cited by this paper
• On the computational architecture of the neocortex

  2004cited by this paper
• Variational algorithms for approximate Bayesian inference

  2003cited by this paper
• Functional integration and inference in the brain.

  2002cited by this paper
• A Variational Bayesian Framework for Graphical Models

  1999cited by this paper
• Cognitive approaches to delusions: a critical review of theories and evidence.

  1999cited by this paper
• A Neural Substrate of Prediction and Reward

  1997cited by this paper
• Quantitative Three-Dimensional Analysis of the Catecholaminergic Innervation of Identified Neurons in the Macaque Prefrontal Cortex

  1997cited by this paper
• Probabilistic reasoning in obsessive–compulsive and delusional disorders

  1997influential reference
• D1 dopamine receptor immunoreactivity in human and monkey cerebral cortex: predominant and extrasynaptic localization in dendritic spines.

  1994cited by this paper
• Reasoning in Deluded Schizophrenic and Paranoid Patients: Biases in Performance on a Probabilistic Inference Task

  1991cited by this paper
• A direct demonstration of functional specialization in human visual cortex

  1991cited by this paper
• Probabilistic Judgements in Deluded and Non-Deluded Subjects

  1988influential reference
• in Schizophrenic Patients

  1987influential reference
• Reflection--impulsivity: the generality and dynamics of conceptual tempo.

  1966cited by this paper
• Human Neuroscience

  year unknowncited by this paper

• A computational neuroimaging account of impulsive premature decision-making

  2026cites this paper
• Active inference as a unified model of collision avoidance behavior in human drivers

  2025cites this paper
• The neural correlates of novelty and variability in human decision-making under an active inference framework

  2025cites this paper
• Active Inference and Artificial Spin Ice: Control Processes and State Selection.

  2025cites this paper
• A neuroanatomical and cognitive model of impaired social behaviour in frontotemporal dementia

  2024cites this paper
• Active Inference Demonstrated with Artificial Spin Ice

  2024cites this paper
• Study on High-Level Structure of cognition control construction in Exploration and Exploitation within Multi-Armed Bandit Model of Reinforcement Learning

  2023cites this paper
• The nature of beliefs and believing

  2022cites this paper
• The free energy principle made simpler but not too simple

  2022cites this paper
• The free energy principle simplified 1 The free energy principle made simpler but not too simple

  2022cites this paper
• Designing ecosystems of intelligence from first principles

  2022cites this paper
• Active inference and the two-step task

  2022cites this paper
• Independent and interacting value systems for reward and information in the human brain

  2022cites this paper
• An empirical evaluation of active inference in multi-armed bandits

  2021cites this paper
• Independent and Interacting Value Systems for Reward and 1 Information in the Human Brain

  2021cites this paper
• World model learning and inference

  2021cites this paper
• The SEEKING Drive and Its Fixation: A Neuro-Psycho-Evolutionary Approach to the Pathology of Addiction

  2021cites this paper
• Bayesian Brains and the Rényi Divergence

  2021cites this paper
• How particular is the physics of the free energy principle?

  2021cites this paper
• Selective effects of serotonin on choices to gather more information

  2021cites this paper
• Selective Attention in Exchange Rate Forecasting

  2021cites this paper
• All Thinking is 'Wishful' Thinking.

  2020cites this paper
• Active inference on discrete state-spaces: A synthesis

  2020cites this paper
• Sedation modulates fronto-temporal predictive coding circuits and the double surprise acceleration effect

  2020cites this paper
• Glutamatergic Contribution to Probabilistic Reasoning and Jumping to Conclusions in Schizophrenia: A Double-Blind, Randomized Experimental Trial.

  2020cites this paper
• Whence the Expected Free Energy?

  2020cites this paper
• Independent and Interacting Value Systems for Reward and Information in the Human Prefrontal Cortex

  2020cites this paper
• Sedation Modulates Frontotemporal Predictive Coding Circuits and the Double Surprise Acceleration Effect

  2020cites this paper
• Evidence and implications of abnormal predictive coding in dementia

  2020cites this paper
• Affect-biased attention and predictive processing.

  2020cites this paper
• Greater decision uncertainty characterizes a transdiagnostic patient sample during approach-avoidance conflict: a computational modelling approach

  2020cites this paper
• Children perform extensive information gathering when it is not costly

  2020cites this paper
• Predictive processing as a systematic basis for identifying the neural correlates of consciousness

  2020cites this paper
• The Acquisition of Culturally Patterned Attention Styles Under Active Inference

  2020cites this paper
• Look up what you cannot solve in your mind! Children increase information gathering to counteract imprecise planning abilities

  2020cites this paper
• Glutamateric contribution to probabilistic reasoning and jumping-to-conclusions in schizophrenia: a double blind, randomized experimental trial. Strube Wolfgang, Marshall Louise, Quattrocchi Graziella, Little Simon, Cimpianu

  2020influential citation
• ALL THINKING IS WISHFUL THINKING 1 All Thinking is “ Wishful ” Thinking

  2020cites this paper
• Subjective estimates of uncertainty during gambling and impulsivity after subthalamic deep brain stimulation for Parkinson’s disease

  2019cites this paper
• Active inference as a unifying, generic and adaptive framework for a P300-based BCI

  2019cites this paper
• Meta-control of the exploration-exploitation dilemma emerges from probabilistic inference over a hierarchy of time scales

  2019cites this paper
• Computational Modeling of User States and Skills for Optimizing BCI Training Tasks. (Modelisation Computationnelle des États et Capacites de l'Utilisateur afin d'Optimiser des Taches d'Entrainement BCI)

  2019cites this paper
• Consciousness in Humanoid Robots

  2019cites this paper
• Modeling Dynamic Allocation of Effort in a Sequential Task Using Discounting Models

  2019cites this paper
• The ease and sureness of a decision: evidence accumulation of conflict and uncertainty.

  2019cites this paper
• Caching mechanisms for habit formation in Active Inference

  2019cites this paper
• A free energy principle for a particular physics

  2019cites this paper
• Deep Active Inference as Variational Policy Gradients

  2019cites this paper
• Introducing a Bayesian model of selective attention based on active inference

  2019cites this paper
• Action-conditioned Benchmarking of Robotic Video Prediction Models: a Comparative Study

  2019cites this paper
• The Discrete and Continuous Brain: From Decisions to Movement—And Back Again

  2018cites this paper
• Subjective estimates of uncertainty and volatility during gambling predict impulsivity after subthalamic deep brain stimulation for Parkinson’s disease

  2018cites this paper
• Context-Dependent Risk Aversion: A Model-Based Approach

  2018cites this paper
• Deep temporal models and active inference

  2018cites this paper
• The acute effects of dopaminergic medication and deep brain stimulation of subthalamic nucleus on basic executive functions including shifting, updating and inhibition in Parkinson’s disease patients

  2018cites this paper
• The Active Inference Approach to Ecological Perception: General Information Dynamics for Natural and Artificial Embodied Cognition

  2018cites this paper
• Generalised free energy and active inference

  2018cites this paper
• Active Inference and Cognitive Consistency

  2018cites this paper
• Knowing when to stop: Aberrant precision and evidence accumulation in schizophrenia

  2018cites this paper
• Active Inference: A Process Theory

  2017cites this paper
• Deep temporal models and active inference

  2017cites this paper
• Priors in perception: Top-down modulation, Bayesian perceptual learning rate, and prediction error minimization.

  2017cites this paper
• Reply to: Systematic Overestimation of Reflection Impulsivity in the Information Sampling Task.

  2017cites this paper
• Endowing the Machine with Active Inference: A Generic Framework to Implement Adaptive BCI

  2017cites this paper
• The mis-exaptation of the prediction capability of humans and emergence of intolerant religious beliefs

  2017cites this paper
• A tutorial on the free-energy framework for modelling perception and learning

  2017cites this paper
• Active Inference, Curiosity and Insight

  2017cites this paper
• The Variational Principles of Action

  2017cites this paper
• Spatiotemporal dynamics of random stimuli account for trial-to-trial variability in perceptual decision making

  2016cites this paper
• Active inference and robot control: a case study

  2016cites this paper
• Scene Construction, Visual Foraging, and Active Inference

  2016cites this paper
• Computational Phenotyping in Psychiatry: A Worked Example

  2016cites this paper
• Dopamine, reward learning, and active inference

  2015cites this paper
• Evidence for surprise minimization over value maximization in choice behavior

  2015cites this paper
• Delusions: between Phenomenology and Prediction

  2014cites this paper
• The Dopaminergic Midbrain Encodes the Expected Certainty about Desired Outcomes

  2014cites this paper
• Neuroscience and Biobehavioral Reviews

  year unknowncites this paper
• Active Inference Demonstrated with Artificial Spin Ice

  year unknowncites this paper