Actions, Action Sequences and Habits: Evidence That Goal-Directed and Habitual Action Control Are Hierarchically Organized

Hierarchical Learning Induces Two Simultaneous, But Separable, Prediction Errors in Human Basal Ganglia

(2013) C. Diuk et al.   JOURNAL OF NEUROSCIENCE

Habits, action sequences and reinforcement learning

(2012) Amir Dezfouli et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Dopamine Enhances Model-Based over Model-Free Choice Behavior

(2012) Klaus Wunderlich et al.   NEURON

Motivation of extended behaviors by anterior cingulate cortex

(2012) Clay B. Holroyd et al.   TRENDS IN COGNITIVE SCIENCES

Mechanisms of Hierarchical Reinforcement Learning in Corticostriatal Circuits 1: Computational Analysis

(2011) Michael J. Frank et al.   CEREBRAL CORTEX

Mechanisms of Hierarchical Reinforcement Learning in Cortico-Striatal Circuits 2: Evidence from fMRI

(2011) D. Badre et al.   CEREBRAL CORTEX

A Neural Signature of Hierarchical Reinforcement Learning

(2011) José J.F. Ribas-Fernandes et al.   NEURON

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

(2011) Nathaniel D. Daw et al.   NEURON

Speed/Accuracy Trade-Off between the Habitual and the Goal-Directed Processes

(2011) Mehdi Keramati et al.   PLoS Computational Biology

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

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

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

(2010) Jan Gläscher et al.   NEURON

Comparing Families of Dynamic Causal Models

(2010) Will D. Penny et al.   PLoS Computational Biology

Evidence of Action Sequence Chunking in Goal-Directed Instrumental Conditioning and Its Dependence on the Dorsomedial Prefrontal Cortex

(2009) S. B. Ostlund et al.   JOURNAL OF NEUROSCIENCE

Validation of Decision-Making Models and Analysis of Decision Variables in the Rat Basal Ganglia

(2009) M. Ito et al.   JOURNAL OF NEUROSCIENCE

Role of Striatum in Updating Values of Chosen Actions

(2009) H. Kim et al.   JOURNAL OF NEUROSCIENCE

Bayesian model selection for group studies

(2009) Klaas Enno Stephan et al.   NEUROIMAGE

Human and Rodent Homologies in Action Control: Corticostriatal Determinants of Goal-Directed and Habitual Action

(2009) Bernard W Balleine et al.   NEUROPSYCHOPHARMACOLOGY

Habits, Rituals, and the Evaluative Brain

(2008) Ann M. Graybiel   Annual Review of Neuroscience

A framework for studying the neurobiology of value-based decision making

(2008) Antonio Rangel et al.   NATURE REVIEWS NEUROSCIENCE

Response inhibition in the stop-signal paradigm

(2008) Frederick Verbruggen et al.   TRENDS IN COGNITIVE SCIENCES