Behavioural signatures of backward planning in animals

Vicarious trial and error

(2016) A. David Redish   NATURE REVIEWS NEUROSCIENCE

Fast Sequences of Non-spatial State Representations in Humans

(2016) Zeb Kurth-Nelson et al.   NEURON

Adaptive integration of habits into depth-limited planning defines a habitual-goal–directed spectrum

(2016) Mehdi Keramati et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Factual and Counterfactual Action-Outcome Mappings Control Choice between Goal-Directed Actions in Rats

(2015) Vincent Laurent et al.   CURRENT BIOLOGY

Model-based choices involve prospective neural activity

(2015) Bradley B Doll et al.   NATURE NEUROSCIENCE

Hippocampal theta sequences reflect current goals

(2015) Andrew M Wikenheiser et al.   NATURE NEUROSCIENCE

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

(2014) Sang Wan Lee et al.   NEURON

Working-memory capacity protects model-based learning from stress

(2013) A. R. Otto et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Networks in Cognitive Science

(2013) Andrea Baronchelli et al.   TRENDS IN COGNITIVE SCIENCES

The three principles of action: a Pavlovian-instrumental transfer hypothesis

(2013) Emilio Cartoni et al.   Frontiers in Behavioral Neuroscience

Habits, action sequences and reinforcement learning

(2012) Amir Dezfouli et al.   EUROPEAN JOURNAL OF 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

The General and Outcome-Specific Forms of Pavlovian-Instrumental Transfer Are Differentially Mediated by the Nucleus Accumbens Core and Shell

(2011) L. H. Corbit et al.   JOURNAL OF NEUROSCIENCE

Hippocampal replay in the awake state: a potential substrate for memory consolidation and retrieval

(2011) Margaret F Carr et al.   NATURE NEUROSCIENCE

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

(2011) Mehdi Keramati et al.   PLoS Computational Biology

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

(2010) Jan Gläscher et al.   NEURON

Pavlovian to instrumental transfer: A neurobehavioural perspective

(2010) Nathan M. Holmes et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Resolution of conflict between goal-directed actions: Outcome encoding and neural control processes.

(2009) Sanne de Wit et al.   JOURNAL OF EXPERIMENTAL PSYCHOLOGY-ANIMAL LEARNING AND COGNITION

Awake replay of remote experiences in the hippocampus

(2009) Mattias P Karlsson et al.   NATURE NEUROSCIENCE

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

(2009) Bernard W Balleine et al.   NEUROPSYCHOPHARMACOLOGY

Differential Involvement of the Basolateral Amygdala and Mediodorsal Thalamus in Instrumental Action Selection

(2008) S. B. Ostlund et al.   JOURNAL OF NEUROSCIENCE

Hierarchical models of behavior and prefrontal function

(2008) Matthew M. Botvinick   TRENDS IN COGNITIVE SCIENCES