Modelling Individual Differences in the Form of Pavlovian Conditioned Approach Responses: A Dual Learning Systems Approach with Factored Representations

Instant Transformation of Learned Repulsion into Motivational “Wanting”

(2013) Mike J.F. Robinson et al.   CURRENT BIOLOGY

Scaled free-energy based reinforcement learning for robust and efficient learning in high-dimensional state spaces

(2013) Stefan Elfwing et al.   Frontiers in Neurorobotics

Which cue to ‘want’? Opioid stimulation of central amygdala makes goal-trackers show stronger goal-tracking, just as sign-trackers show stronger sign-tracking

(2012) Alexandra G. DiFeliceantonio et al.   BEHAVIOURAL BRAIN RESEARCH

Pavlovian valuation systems in learning and decision making

(2012) Jeremy J Clark et al.   CURRENT OPINION IN NEUROBIOLOGY

Model-based learning and the contribution of the orbitofrontal cortex to the model-free world

(2012) Michael A. McDannald et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

The role of dopamine in the accumbens core in the expression of Pavlovian-conditioned responses

(2012) Benjamin T. Saunders et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Exploring a latent cause theory of classical conditioning

(2012) Samuel J. Gershman et al.   LEARNING & BEHAVIOR

Go and no-go learning in reward and punishment: Interactions between affect and effect

(2012) Marc Guitart-Masip et al.   NEUROIMAGE

Information Processing in Decision-Making Systems

(2012) Matthijs van der Meer et al.   NEUROSCIENTIST

Quantifying Individual Variation in the Propensity to Attribute Incentive Salience to Reward Cues

(2012) Paul J. Meyer et al.   PLoS One

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

(2012) Alec Solway et al.   PSYCHOLOGICAL REVIEW

Integrating cortico-limbic-basal ganglia architectures for learning model-based and model-free navigation strategies

(2012) Mehdi Khamassi et al.   Frontiers in Behavioral Neuroscience

Bonsai Trees in Your Head: How the Pavlovian System Sculpts Goal-Directed Choices by Pruning Decision Trees

(2012) Quentin J. M. Huys et al.   PLoS Computational Biology

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

(2012) Mark Humphries   Frontiers in Neuroscience

Rats prone to attribute incentive salience to reward cues are also prone to impulsive action

(2011) Vedran Lovic et al.   BEHAVIOURAL BRAIN RESEARCH

Inadequate early social experience increases the incentive salience of reward-related cues in adulthood

(2011) Anna M. Lomanowska et al.   BEHAVIOURAL BRAIN RESEARCH

Pairings of lever and food induce Pavlovian conditioned approach of sign-tracking and goal-tracking in C57BL/6 mice

(2011) Arthur Tomie et al.   BEHAVIOURAL BRAIN RESEARCH

Multiplicity of control in the basal ganglia: computational roles of striatal subregions

(2011) Aaron M Bornstein et al.   CURRENT OPINION IN NEUROBIOLOGY

Ventral Striatum and Orbitofrontal Cortex Are Both Required for Model-Based, But Not Model-Free, Reinforcement Learning

(2011) M. A. McDannald et al.   JOURNAL OF NEUROSCIENCE

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

(2011) Nathaniel D. Daw et al.   NEURON

A food predictive cue must be attributed with incentive salience for it to induce c-fos mRNA expression in cortico-striatal-thalamic brain regions

(2011) S.B. Flagel et al.   NEUROSCIENCE

Disentangling the Roles of Approach, Activation and Valence in Instrumental and Pavlovian Responding

(2011) Quentin J. M. Huys et al.   PLoS Computational Biology

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

(2011) Mehdi Keramati et al.   PLoS Computational Biology

A selective role for dopamine in stimulus–reward learning

(2010) Shelly B. Flagel et al.   NATURE

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

(2010) Jan Gläscher et al.   NEURON

Differential Dynamics of Activity Changes in Dorsolateral and Dorsomedial Striatal Loops during Learning

(2010) Catherine A. Thorn et al.   NEURON

Disruption of conditioned reward association by typical and atypical antipsychotics

(2010) C.L. Danna et al.   PHARMACOLOGY BIOCHEMISTRY AND BEHAVIOR

Which Cue to "Want?" Central Amygdala Opioid Activation Enhances and Focuses Incentive Salience on a Prepotent Reward Cue

(2009) S. V. Mahler et al.   JOURNAL OF NEUROSCIENCE

The Orbitofrontal Cortex and Ventral Tegmental Area Are Necessary for Learning from Unexpected Outcomes

(2009) Yuji K. Takahashi et al.   NEURON

Habits, Rituals, and the Evaluative Brain

(2008) Ann M. Graybiel   Annual Review of Neuroscience

Dissociating the Predictive and Incentive Motivational Properties of Reward-Related Cues Through the Study of Individual Differences

(2008) Terry E. Robinson et al.   BIOLOGICAL PSYCHIATRY

Reward-guided learning beyond dopamine in the nucleus accumbens: the integrative functions of cortico-basal ganglia networks

(2008) Henry H. Yin et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Influence of Reward Delays on Responses of Dopamine Neurons

(2008) S. Kobayashi et al.   JOURNAL OF NEUROSCIENCE

The temporal precision of reward prediction in dopamine neurons

(2008) Christopher D Fiorillo et al.   NATURE NEUROSCIENCE

Individual differences in the attribution of incentive salience to reward-related cues: Implications for addiction

(2008) Shelly B. Flagel et al.   NEUROPHARMACOLOGY