Active inference and epistemic value

The Dopaminergic Midbrain Encodes the Expected Certainty about Desired Outcomes

(2014) Philipp Schwartenbeck et al.   CEREBRAL CORTEX

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

Internally generated sequences in learning and executing goal-directed behavior

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

Whatever next? Predictive brains, situated agents, and the future of cognitive science

(2013)   BEHAVIORAL AND BRAIN SCIENCES

Contextual action recognition and target localization with an active allocation of attention on a humanoid robot

(2013) Dimitri Ognibene et al.   Bioinspiration & Biomimetics

The anatomy of choice: active inference and agency

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

Goals and Habits in the Brain

(2013) Ray J. Dolan et al.   NEURON

Thermodynamics as a theory of decision-making with information-processing costs

(2013) P. A. Ortega et al.   PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Learning and exploration in action-perception loops

(2013) Daniel Y. Little et al.   Frontiers in Neural Circuits

Forward and Backward Inference in Spatial Cognition

(2013) Will D. Penny et al.   PLoS Computational Biology

A Hierarchical Modular Architecture for Embodied Cognition

(2013) Dana H. Ballard et al.   Multisensory Research

Active inference and agency: optimal control without cost functions

(2012) Karl Friston et al.   BIOLOGICAL CYBERNETICS

A Computational Learning Theory of Active Object Recognition Under Uncertainty

(2012) Alexander Andreopoulos et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Optimal control as a graphical model inference problem

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

Confidence in value-based choice

(2012) Benedetto De Martino et al.   NATURE NEUROSCIENCE

The Basal Ganglia Optimize Decision Making over General Perceptual Hypotheses

(2012) Nathan F. Lepora et al.   NEURAL COMPUTATION

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

Dopaminergic control of the exploration-exploitation trade-off via the basal ganglia

(2012) Mark Humphries   Frontiers in Neuroscience

Tactile-Object Recognition From Appearance Information

(2011) Z Pezzementi et al.   IEEE Transactions on Robotics

Theta-paced flickering between place-cell maps in the hippocampus

(2011) Karel Jezek et al.   NATURE

The free-energy principle: a unified brain theory?

(2010) Karl Friston   NATURE REVIEWS NEUROSCIENCE

Observing the Observer (I): Meta-Bayesian Models of Learning and Decision-Making

(2010) Jean Daunizeau et al.   PLoS One

Information-theoretic approach to interactive learning

(2009) S. Still   EPL

Saliency, attention, and visual search: An information theoretic approach

(2009) N. D. B. Bruce et al.   JOURNAL OF VISION

Midbrain Dopamine Neurons Signal Preference for Advance Information about Upcoming Rewards

(2009) Ethan S. Bromberg-Martin et al.   NEURON

The novelty exploration bonus and its attentional modulation☆

(2009) Ruth M. Krebs et al.   NEUROPSYCHOLOGIA

Dopamine, Reinforcement Learning, and Addiction

(2009) P. Dayan   PHARMACOPSYCHIATRY

Place Cells, Grid Cells, and the Brain's Spatial Representation System

(2008) Edvard I. Moser et al.   Annual Review of Neuroscience

Striatal Activity Underlies Novelty-Based Choice in Humans

(2008) Bianca C. Wittmann et al.   NEURON

Keep Your Options Open: An Information-Based Driving Principle for Sensorimotor Systems

(2008) Alexander S. Klyubin et al.   PLoS One

BOLD Responses Reflecting Dopaminergic Signals in the Human Ventral Tegmental Area

(2008) K. D'Ardenne et al.   SCIENCE

Bayesian surprise attracts human attention

(2008) Laurent Itti et al.   VISION RESEARCH