Active Inference, Curiosity and Insight

Active Inference: A Process Theory

(2017) Karl Friston et al.   NEURAL COMPUTATION

Toward the neural implementation of structure learning

(2016) D Gowanlock R Tervo et al.   CURRENT OPINION IN NEUROBIOLOGY

Prefrontal executive function and adaptive behavior in complex environments

(2016) Etienne Koechlin   CURRENT OPINION IN NEUROBIOLOGY

Prefrontal Goal Codes Emerge as Latent States in Probabilistic Value Learning

(2016) Ivilin Stoianov et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Bayesian model reduction and empirical Bayes for group (DCM) studies

(2016) Karl J. Friston et al.   NEUROIMAGE

Active inference and learning

(2016) Karl Friston et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Scene Construction, Visual Foraging, and Active Inference

(2016) M. Berk Mirza et al.   Frontiers in Computational Neuroscience

ENIGMA: crowdsourcing meets neuroscience

(2015) Dara Mohammadi   LANCET NEUROLOGY

Optimal inference with suboptimal models: Addiction and active Bayesian inference

(2015) Philipp Schwartenbeck et al.   MEDICAL HYPOTHESES

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Active Inference, Evidence Accumulation, and the Urn Task

(2015) Thomas H. B. FitzGerald et al.   NEURAL COMPUTATION

Neural correlates of insight in dreaming and psychosis

(2015) Martin Dresler et al.   SLEEP MEDICINE REVIEWS

Active inference and epistemic value

(2015) Karl Friston et al.   Cognitive Neuroscience

The Dopaminergic Midbrain Encodes the Expected Certainty about Desired Outcomes

(2014) Philipp Schwartenbeck et al.   CEREBRAL CORTEX

A formal model of interpersonal inference

(2014) Michael Moutoussis et al.   Frontiers in Human Neuroscience

The anatomy of choice: dopamine and decision-making

(2014) K. Friston et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Foundations of human reasoning in the prefrontal cortex

(2014) M. Donoso et al.   SCIENCE

Internally generated sequences in learning and executing goal-directed behavior

(2014) Giovanni Pezzulo et al.   TRENDS IN COGNITIVE SCIENCES

Supra-personal cognitive control and metacognition

(2014) Nicholas Shea et al.   TRENDS IN COGNITIVE SCIENCES

A predictive processing theory of sensorimotor contingencies: Explaining the puzzle of perceptual presence and its absence in synesthesia

(2014) Anil K. Seth   Cognitive Neuroscience

The anatomy of choice: active inference and agency

(2013) Karl Friston et al.   Frontiers in Human Neuroscience

Life as we know it

(2013) K. Friston   Journal of the Royal Society Interface

Selection of preconfigured cell assemblies for representation of novel spatial experiences

(2013) G. Dragoi et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Cognitive control over learning: Creating, clustering, and generalizing task-set structure.

(2013) Anne G. E. Collins et al.   PSYCHOLOGICAL REVIEW

Information and Efficiency in the Nervous System—A Synthesis

(2013) Biswa Sengupta et al.   PLoS Computational Biology

Natural selection. V. How to read the fundamental equations of evolutionary change in terms of information theory

(2012) S. A. Frank   JOURNAL OF EVOLUTIONARY BIOLOGY

Waking and dreaming consciousness: Neurobiological and functional considerations

(2012) J.A. Hobson et al.   PROGRESS IN NEUROBIOLOGY

Goal-directed decision making as probabilistic inference: A computational framework and potential neural correlates.

(2012) Alec Solway et al.   PSYCHOLOGICAL REVIEW

An information-theoretic approach to curiosity-driven reinforcement learning

(2012) Susanne Still et al.   THEORY IN BIOSCIENCES

Planning as inference

(2012) Matthew Botvinick et al.   TRENDS IN COGNITIVE SCIENCES

Reasoning, Learning, and Creativity: Frontal Lobe Function and Human Decision-Making

(2012) Anne Collins et al.   PLOS BIOLOGY

What is value—accumulated reward or evidence?

(2012) Karl Friston et al.   Frontiers in Neurorobotics

Action understanding and active inference

(2011) Karl Friston et al.   BIOLOGICAL CYBERNETICS

Post hoc Bayesian model selection

(2011) Karl Friston et al.   NEUROIMAGE

Comparing Dynamic Causal Models using AIC, BIC and Free Energy

(2011) W.D. Penny   NEUROIMAGE

How to Grow a Mind: Statistics, Structure, and Abstraction

(2011) J. B. Tenenbaum et al.   SCIENCE

Learning latent structure: carving nature at its joints

(2010) Samuel J Gershman et al.   CURRENT OPINION IN NEUROBIOLOGY

Mindfulness practice leads to increases in regional brain gray matter density

(2010) Britta K. Hölzel et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

Hypothesis generation, sparse categories, and the positive test strategy.

(2010) Daniel J. Navarro et al.   PSYCHOLOGICAL REVIEW

Formal Theory of Creativity, Fun, and Intrinsic Motivation (1990–2010)

(2010) Jürgen Schmidhuber   IEEE Transactions on Autonomous Mental Development

R-IAC: Robust Intrinsically Motivated Exploration and Active Learning

(2009) A. Baranes et al.   IEEE Transactions on Autonomous Mental Development

Abductive inference and delusional belief

(2009) Max Coltheart et al.   Cognitive Neuropsychiatry

Bayesian surprise attracts human attention

(2008) Laurent Itti et al.   VISION RESEARCH

The origins of insight in resting-state brain activity

(2007) John Kounios et al.   NEUROPSYCHOLOGIA