Combined model-free and model-sensitive reinforcement learning in non-human primates
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Combined model-free and model-sensitive reinforcement learning in non-human primates
Authors
Keywords
Decision making, Learning, Reaction time, Eyes, Animal behavior, Simulation and modeling, Primates, Linear regression analysis
Journal
PLoS Computational Biology
Volume 16, Issue 6, Pages e1007944
Publisher
Public Library of Science (PLoS)
Online
2020-06-23
DOI
10.1371/journal.pcbi.1007944
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Rational metareasoning and the plasticity of cognitive control
- (2018) Falk Lieder et al. PLoS Computational Biology
- Dorsal hippocampus contributes to model-based planning
- (2017) Kevin J Miller et al. NATURE NEUROSCIENCE
- Variability in Dopamine Genes Dissociates Model-Based and Model-Free Reinforcement Learning
- (2016) B. B. Doll et al. JOURNAL OF NEUROSCIENCE
- 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
- When Does Model-Based Control Pay Off?
- (2016) Wouter Kool et al. PLoS Computational Biology
- Characterizing a psychiatric symptom dimension related to deficits in goal-directed control
- (2016) Claire M Gillan et al. eLife
- Dopamine selectively remediates ‘model-based’ reward learning: a computational approach
- (2015) Madeleine E. Sharp et al. BRAIN
- Valence-dependent influence of serotonin depletion on model-based choice strategy
- (2015) Y Worbe et al. MOLECULAR PSYCHIATRY
- Model-based choices involve prospective neural activity
- (2015) Bradley B Doll et al. NATURE NEUROSCIENCE
- Habitual control of goal selection in humans
- (2015) Fiery Cushman et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Model-Based Reasoning in Humans Becomes Automatic with Training
- (2015) Marcos Economides et al. PLoS Computational Biology
- Simple Plans or Sophisticated Habits? State, Transition and Learning Interactions in the Two-Step Task
- (2015) Thomas Akam et al. PLoS Computational Biology
- Lateral prefrontal model-based signatures are reduced in healthy individuals with high trait impulsivity
- (2015) L Deserno et al. Translational Psychiatry
- Neural Computations Underlying Arbitration between Model-Based and Model-free Learning
- (2014) Sang Wan Lee et al. NEURON
- Model-Based and Model-Free Decisions in Alcohol Dependence
- (2014) Miriam Sebold et al. NEUROPSYCHOBIOLOGY
- 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
- Bayesian model selection for group studies — Revisited
- (2013) L. Rigoux et al. NEUROIMAGE
- Goals and Habits in the Brain
- (2013) Ray J. Dolan et al. NEURON
- Dopamine Modulates Reward-Related Vigor
- (2013) Ulrik Beierholm et al. NEUROPSYCHOPHARMACOLOGY
- Actions, Action Sequences and Habits: Evidence That Goal-Directed and Habitual Action Control Are Hierarchically Organized
- (2013) Amir Dezfouli et al. PLoS Computational Biology
- How to set the switches on this thing
- (2012) Peter Dayan CURRENT OPINION IN NEUROBIOLOGY
- Dopamine Enhances Model-Based over Model-Free Choice Behavior
- (2012) Klaus Wunderlich et al. NEURON
- Vigor in the Face of Fluctuating Rates of Reward: An Experimental Examination
- (2011) Marc Guitart-Masip et al. JOURNAL OF COGNITIVE NEUROSCIENCE
- Model-Based Influences on Humans' Choices and Striatal Prediction Errors
- (2011) Nathaniel D. Daw et al. NEURON
- 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
- States versus Rewards: Dissociable Neural Prediction Error Signals Underlying Model-Based and Model-Free Reinforcement Learning
- (2010) Jan Gläscher et al. NEURON
- Human and Rodent Homologies in Action Control: Corticostriatal Determinants of Goal-Directed and Habitual Action
- (2009) Bernard W Balleine et al. NEUROPSYCHOPHARMACOLOGY
- Scaling regression inputs by dividing by two standard deviations
- (2007) Andrew Gelman STATISTICS IN MEDICINE
Create your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started