Model-based choices involve prospective neural activity

Multiple memory systems as substrates for multiple decision systems

(2015) Bradley B. Doll et al.   NEUROBIOLOGY OF LEARNING AND MEMORY

Temporal structure in associative retrieval

(2015) Zeb Kurth-Nelson et al.   eLife

Anterior cingulate engagement in a foraging context reflects choice difficulty, not foraging value

(2014) Amitai Shenhav et al.   NATURE NEUROSCIENCE

Neural Computations Underlying Arbitration between Model-Based and Model-free Learning

(2014) Sang Wan Lee et al.   NEURON

Model-based hierarchical reinforcement learning and human action control

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

The algorithmic anatomy of model-based evaluation

(2014) N. D. Daw et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Hippocampal place-cell sequences depict future paths to remembered goals

(2013) Brad E. Pfeiffer et al.   NATURE

Online evaluation of novel choices by simultaneous representation of multiple memories

(2013) Helen C Barron et al.   NATURE NEUROSCIENCE

Neural representations of events arise from temporal community structure

(2013) Anna C Schapiro et al.   NATURE NEUROSCIENCE

Goals and Habits in the Brain

(2013) Ray J. Dolan et al.   NEURON

Prediction error in reinforcement learning: A meta-analysis of neuroimaging studies

(2013) Jane Garrison et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Of goals and habits: age-related and individual differences in goal-directed decision-making

(2013) Ben Eppinger et al.   Frontiers in Neuroscience

Shaping of Object Representations in the Human Medial Temporal Lobe Based on Temporal Regularities

(2012) Anna C. Schapiro et al.   CURRENT BIOLOGY

The ubiquity of model-based reinforcement learning

(2012) Bradley B Doll et al.   CURRENT OPINION IN NEUROBIOLOGY

Mapping value based planning and extensively trained choice in the human brain

(2012) Klaus Wunderlich et al.   NATURE NEUROSCIENCE

Hippocampal and Ventral Medial Prefrontal Activation during Retrieval-Mediated Learning Supports Novel Inference

(2012) Dagmar Zeithamova et al.   NEURON

Preference by Association: How Memory Mechanisms in the Hippocampus Bias Decisions

(2012) G. E. Wimmer et al.   SCIENCE

Neural Mechanisms of Foraging

(2012) N. Kolling et al.   SCIENCE

Neural Correlates of Forward Planning in a Spatial Decision Task in Humans

(2011) D. A. Simon et al.   JOURNAL OF NEUROSCIENCE

Model-Based Influences on Humans' Choices and Striatal Prediction Errors

(2011) Nathaniel D. Daw et al.   NEURON

Counterfactual Choice and Learning in a Neural Network Centered on Human Lateral Frontopolar Cortex

(2011) Erie D. Boorman et al.   PLOS BIOLOGY

Evidence for Model-Based Action Planning in a Sequential Finger Movement Task

(2010) Alan Fermin et al.   JOURNAL OF MOTOR BEHAVIOR

Frontal Cortex and the Discovery of Abstract Action Rules

(2010) David Badre et al.   NEURON

States versus Rewards: Dissociable Neural Prediction Error Signals Underlying Model-Based and Model-Free Reinforcement Learning

(2010) Jan Gläscher et al.   NEURON

Mechanisms Underlying Dopamine-Mediated Reward Bias in Compulsive Behaviors

(2010) Valerie Voon et al.   NEURON

A specific role for posterior dorsolateral striatum in human habit learning

(2009) Elizabeth Tricomi et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

The Role of Human Orbitofrontal Cortex in Value Comparison for Incommensurable Objects

(2009) T. H. B. FitzGerald et al.   JOURNAL OF NEUROSCIENCE

How Green Is the Grass on the Other Side? Frontopolar Cortex and the Evidence in Favor of Alternative Courses of Action

(2009) Erie D. Boorman et al.   NEURON

Integrating Memories in the Human Brain: Hippocampal-Midbrain Encoding of Overlapping Events

(2008) Daphna Shohamy et al.   NEURON