Generalised free energy and active inference

The computational pharmacology of oculomotion

(2019) Thomas Parr et al.   PSYCHOPHARMACOLOGY

Prefrontal Computation as Active Inference

(2019) Thomas Parr et al.   CEREBRAL CORTEX

With an eye on uncertainty: Modelling pupillary responses to environmental volatility

(2019) Peter Vincent et al.   PLoS Computational Biology

Planning and navigation as active inference

(2018) Raphael Kaplan et al.   BIOLOGICAL CYBERNETICS

Computational Neuropsychology and Bayesian Inference

(2018) Thomas Parr et al.   Frontiers in Human Neuroscience

The Discrete and Continuous Brain: From Decisions to Movement—and Back Again

(2018) Thomas Parr et al.   NEURAL COMPUTATION

Free-energy minimization in joint agent-environment systems: A niche construction perspective

(2018) Jelle Bruineberg et al.   JOURNAL OF THEORETICAL BIOLOGY

Uncertainty, epistemics and active inference

(2017) Thomas Parr et al.   Journal of the Royal Society Interface

Active Inference, Curiosity and Insight

(2017) Karl J. Friston et al.   NEURAL COMPUTATION

Active Inference: A Process Theory

(2017) Karl Friston et al.   NEURAL COMPUTATION

Deep temporal models and active inference

(2017) Karl J. Friston et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Working memory, attention, and salience in active inference

(2017) Thomas Parr et al.   Scientific Reports

Active inference and learning

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

The anticipating brain is not a scientist: the free-energy principle from an ecological-enactive perspective

(2016) Jelle Bruineberg et al.   SYNTHESE

The Functional Anatomy of Time: What and When in the Brain

(2016) Karl Friston et al.   TRENDS IN COGNITIVE SCIENCES

Scene Construction, Visual Foraging, and Active Inference

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

Active sensing in the categorization of visual patterns

(2016) Scott Cheng-Hsin Yang et al.   eLife

Optimal inference with suboptimal models: Addiction and active Bayesian inference

(2015) Philipp Schwartenbeck et al.   MEDICAL HYPOTHESES

Active Inference, Evidence Accumulation, and the Urn Task

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

Episodic future thinking and episodic counterfactual thinking: Intersections between memory and decisions

(2015) Daniel L. Schacter et al.   NEUROBIOLOGY OF LEARNING AND MEMORY

Precision and neuronal dynamics in the human posterior parietal cortex during evidence accumulation

(2015) Thomas H.B. FitzGerald et al.   NEUROIMAGE

Active inference and epistemic value

(2015) Karl Friston et al.   Cognitive Neuroscience

Dopamine, reward learning, and active inference

(2015) Thomas H. B. FitzGerald et al.   Frontiers in Computational Neuroscience

Evidence for surprise minimization over value maximization in choice behavior

(2015) Philipp Schwartenbeck et al.   Scientific Reports

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

Model averaging, optimal inference, and habit formation

(2014) Thomas H. B. FitzGerald 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

Context-dependent decision-making: a simple Bayesian model

(2013) K. Lloyd et al.   Journal of the Royal Society Interface

Active inference and agency: optimal control without cost functions

(2012) Karl Friston et al.   BIOLOGICAL CYBERNETICS

How Dopamine Enhances an Optimism Bias in Humans

(2012) Tali Sharot et al.   CURRENT BIOLOGY

Optimal control as a graphical model inference problem

(2012) Hilbert J. Kappen et al.   MACHINE LEARNING

Planning as inference

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

What is value—accumulated reward or evidence?

(2012) Karl Friston et al.   Frontiers in Neurorobotics

The optimism bias

(2011) Tali Sharot   CURRENT BIOLOGY

Optimizing Experimental Design for Comparing Models of Brain Function

(2011) Jean Daunizeau et al.   PLoS Computational Biology

The evolution of misbelief

(2010) Ryan T. McKay et al.   BEHAVIORAL AND BRAIN SCIENCES