Evidence integration in model-based tree search

Interplay of approximate planning strategies

(2015) Quentin J. M. Huys et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Transcranial Direct Current Stimulation of Right Dorsolateral Prefrontal Cortex Does Not Affect Model-Based or Model-Free Reinforcement Learning in Humans

(2014) Peter Smittenaar et al.   PLoS One

Optimal Behavioral Hierarchy

(2014) Alec Solway et al.   PLoS Computational Biology

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

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

Disruption of Dorsolateral Prefrontal Cortex Decreases Model-Based in Favor of Model-free Control in Humans

(2013) Peter Smittenaar et al.   NEURON

Goals and Habits in the Brain

(2013) Ray J. Dolan 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

Simultaneous modeling of visual saliency and value computation improves predictions of economic choice

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

Disentangling decision models: From independence to competition.

(2013) Andrei R. Teodorescu et al.   PSYCHOLOGICAL REVIEW

Cortical and Hippocampal Correlates of Deliberation during Model-Based Decisions for Rewards in Humans

(2013) Aaron M. Bornstein et al.   PLoS Computational Biology

Dissociating hippocampal and striatal contributions to sequential prediction learning

(2012) Aaron M. Bornstein et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

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

(2012) Klaus Wunderlich et al.   NATURE NEUROSCIENCE

Dopamine Enhances Model-Based over Model-Free Choice Behavior

(2012) Klaus Wunderlich et al.   NEURON

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

(2012) Alec Solway et al.   PSYCHOLOGICAL REVIEW

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

(2012) G. E. Wimmer et al.   SCIENCE

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

Monte-Carlo tree search and rapid action value estimation in computer Go

(2011) Sylvain Gelly et al.   ARTIFICIAL INTELLIGENCE

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

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

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

Multialternative drift-diffusion model predicts the relationship between visual fixations and choice in value-based decisions

(2011) I. Krajbich et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Visual fixations and the computation and comparison of value in simple choice

(2010) Ian Krajbich et al.   NATURE NEUROSCIENCE

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

(2010) Jan Gläscher et al.   NEURON

Changes of mind in decision-making

(2009) Arbora Resulaj et al.   NATURE

A context maintenance and retrieval model of organizational processes in free recall.

(2009) Sean M. Polyn et al.   PSYCHOLOGICAL REVIEW

A context-based theory of recency and contiguity in free recall.

(2008) Per B. Sederberg et al.   PSYCHOLOGICAL REVIEW

A diffusion model account of criterion shifts in the lexical decision task

(2007) Eric-Jan Wagenmakers et al.   JOURNAL OF MEMORY AND LANGUAGE

The Diffusion Decision Model: Theory and Data for Two-Choice Decision Tasks

(2007) Roger Ratcliff et al.   NEURAL COMPUTATION