Johannes H Decker, A Ross Otto, Nathaniel D Daw, Catherine A Hartley. Psychol Sci 2016
Times Cited: 86
Times Cited: 86
Times Cited
Times Co-cited
Similarity
Model-based influences on humans' choices and striatal prediction errors.
Nathaniel D Daw, Samuel J Gershman, Ben Seymour, Peter Dayan, Raymond J Dolan. Neuron 2011
Nathaniel D Daw, Samuel J Gershman, Ben Seymour, Peter Dayan, Raymond J Dolan. Neuron 2011
56
Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control.
Nathaniel D Daw, Yael Niv, Peter Dayan. Nat Neurosci 2005
Nathaniel D Daw, Yael Niv, Peter Dayan. Nat Neurosci 2005
41
Characterizing a psychiatric symptom dimension related to deficits in goal-directed control.
Claire M Gillan, Michal Kosinski, Robert Whelan, Elizabeth A Phelps, Nathaniel D Daw. Elife 2016
Claire M Gillan, Michal Kosinski, Robert Whelan, Elizabeth A Phelps, Nathaniel D Daw. Elife 2016
30
Working-memory capacity protects model-based learning from stress.
A Ross Otto, Candace M Raio, Alice Chiang, Elizabeth A Phelps, Nathaniel D Daw. Proc Natl Acad Sci U S A 2013
A Ross Otto, Candace M Raio, Alice Chiang, Elizabeth A Phelps, Nathaniel D Daw. Proc Natl Acad Sci U S A 2013
26
The curse of planning: dissecting multiple reinforcement-learning systems by taxing the central executive.
A Ross Otto, Samuel J Gershman, Arthur B Markman, Nathaniel D Daw. Psychol Sci 2013
A Ross Otto, Samuel J Gershman, Arthur B Markman, Nathaniel D Daw. Psychol Sci 2013
24
Ventral striatal dopamine reflects behavioral and neural signatures of model-based control during sequential decision making.
Lorenz Deserno, Quentin J M Huys, Rebecca Boehme, Ralph Buchert, Hans-Jochen Heinze, Anthony A Grace, Raymond J Dolan, Andreas Heinz, Florian Schlagenhauf. Proc Natl Acad Sci U S A 2015
Lorenz Deserno, Quentin J M Huys, Rebecca Boehme, Ralph Buchert, Hans-Jochen Heinze, Anthony A Grace, Raymond J Dolan, Andreas Heinz, Florian Schlagenhauf. Proc Natl Acad Sci U S A 2015
22
Model-based choices involve prospective neural activity.
Bradley B Doll, Katherine D Duncan, Dylan A Simon, Daphna Shohamy, Nathaniel D Daw. Nat Neurosci 2015
Bradley B Doll, Katherine D Duncan, Dylan A Simon, Daphna Shohamy, Nathaniel D Daw. Nat Neurosci 2015
20
States versus rewards: dissociable neural prediction error signals underlying model-based and model-free reinforcement learning.
Jan Gläscher, Nathaniel Daw, Peter Dayan, John P O'Doherty. Neuron 2010
Jan Gläscher, Nathaniel Daw, Peter Dayan, John P O'Doherty. Neuron 2010
20
Striatum-medial prefrontal cortex connectivity predicts developmental changes in reinforcement learning.
Wouter van den Bos, Michael X Cohen, Thorsten Kahnt, Eveline A Crone. Cereb Cortex 2012
Wouter van den Bos, Michael X Cohen, Thorsten Kahnt, Eveline A Crone. Cereb Cortex 2012
20
Model-based learning protects against forming habits.
Claire M Gillan, A Ross Otto, Elizabeth A Phelps, Nathaniel D Daw. Cogn Affect Behav Neurosci 2015
Claire M Gillan, A Ross Otto, Elizabeth A Phelps, Nathaniel D Daw. Cogn Affect Behav Neurosci 2015
19
Cognitive components underpinning the development of model-based learning.
Tracey C S Potter, Nessa V Bryce, Catherine A Hartley. Dev Cogn Neurosci 2017
Tracey C S Potter, Nessa V Bryce, Catherine A Hartley. Dev Cogn Neurosci 2017
80
18
Disorders of compulsivity: a common bias towards learning habits.
V Voon, K Derbyshire, C Rück, M A Irvine, Y Worbe, J Enander, L R N Schreiber, C Gillan, N A Fineberg, B J Sahakian,[...]. Mol Psychiatry 2015
V Voon, K Derbyshire, C Rück, M A Irvine, Y Worbe, J Enander, L R N Schreiber, C Gillan, N A Fineberg, B J Sahakian,[...]. Mol Psychiatry 2015
18
Cognitive flexibility in adolescence: neural and behavioral mechanisms of reward prediction error processing in adaptive decision making during development.
Tobias U Hauser, Reto Iannaccone, Susanne Walitza, Daniel Brandeis, Silvia Brem. Neuroimage 2015
Tobias U Hauser, Reto Iannaccone, Susanne Walitza, Daniel Brandeis, Silvia Brem. Neuroimage 2015
22
Neural computations underlying arbitration between model-based and model-free learning.
Sang Wan Lee, Shinsuke Shimojo, John P O'Doherty. Neuron 2014
Sang Wan Lee, Shinsuke Shimojo, John P O'Doherty. Neuron 2014
17
Of goals and habits: age-related and individual differences in goal-directed decision-making.
Ben Eppinger, Maik Walter, Hauke R Heekeren, Shu-Chen Li. Front Neurosci 2013
Ben Eppinger, Maik Walter, Hauke R Heekeren, Shu-Chen Li. Front Neurosci 2013
25
The neuroscience of adolescent decision-making.
Catherine A Hartley, Leah H Somerville. Curr Opin Behav Sci 2015
Catherine A Hartley, Leah H Somerville. Curr Opin Behav Sci 2015
23
Human and rodent homologies in action control: corticostriatal determinants of goal-directed and habitual action.
Bernard W Balleine, John P O'Doherty. Neuropsychopharmacology 2010
Bernard W Balleine, John P O'Doherty. Neuropsychopharmacology 2010
16
Disruption of dorsolateral prefrontal cortex decreases model-based in favor of model-free control in humans.
Peter Smittenaar, Thomas H B FitzGerald, Vincenzo Romei, Nicholas D Wright, Raymond J Dolan. Neuron 2013
Peter Smittenaar, Thomas H B FitzGerald, Vincenzo Romei, Nicholas D Wright, Raymond J Dolan. Neuron 2013
16
When Does Model-Based Control Pay Off?
Wouter Kool, Fiery A Cushman, Samuel J Gershman. PLoS Comput Biol 2016
Wouter Kool, Fiery A Cushman, Samuel J Gershman. PLoS Comput Biol 2016
31
Charting the expansion of strategic exploratory behavior during adolescence.
Leah H Somerville, Stephanie F Sasse, Megan C Garrad, Andrew T Drysdale, Nadine Abi Akar, Catherine Insel, Robert C Wilson. J Exp Psychol Gen 2017
Leah H Somerville, Stephanie F Sasse, Megan C Garrad, Andrew T Drysdale, Nadine Abi Akar, Catherine Insel, Robert C Wilson. J Exp Psychol Gen 2017
29
The Computational Development of Reinforcement Learning during Adolescence.
Stefano Palminteri, Emma J Kilford, Giorgio Coricelli, Sarah-Jayne Blakemore. PLoS Comput Biol 2016
Stefano Palminteri, Emma J Kilford, Giorgio Coricelli, Sarah-Jayne Blakemore. PLoS Comput Biol 2016
35
Dynamic mapping of human cortical development during childhood through early adulthood.
Nitin Gogtay, Jay N Giedd, Leslie Lusk, Kiralee M Hayashi, Deanna Greenstein, A Catherine Vaituzis, Tom F Nugent, David H Herman, Liv S Clasen, Arthur W Toga,[...]. Proc Natl Acad Sci U S A 2004
Nitin Gogtay, Jay N Giedd, Leslie Lusk, Kiralee M Hayashi, Deanna Greenstein, A Catherine Vaituzis, Tom F Nugent, David H Herman, Liv S Clasen, Arthur W Toga,[...]. Proc Natl Acad Sci U S A 2004
15
Neural and psychological maturation of decision-making in adolescence and young adulthood.
Anastasia Christakou, Samuel J Gershman, Yael Niv, Andrew Simmons, Mick Brammer, Katya Rubia. J Cogn Neurosci 2013
Anastasia Christakou, Samuel J Gershman, Yael Niv, Andrew Simmons, Mick Brammer, Katya Rubia. J Cogn Neurosci 2013
22
Cost-Benefit Arbitration Between Multiple Reinforcement-Learning Systems.
Wouter Kool, Samuel J Gershman, Fiery A Cushman. Psychol Sci 2017
Wouter Kool, Samuel J Gershman, Fiery A Cushman. Psychol Sci 2017
19
Cognitive control predicts use of model-based reinforcement learning.
A Ross Otto, Anya Skatova, Seth Madlon-Kay, Nathaniel D Daw. J Cogn Neurosci 2015
A Ross Otto, Anya Skatova, Seth Madlon-Kay, Nathaniel D Daw. J Cogn Neurosci 2015
15
Dopamine enhances model-based over model-free choice behavior.
Klaus Wunderlich, Peter Smittenaar, Raymond J Dolan. Neuron 2012
Klaus Wunderlich, Peter Smittenaar, Raymond J Dolan. Neuron 2012
13
A unique adolescent response to reward prediction errors.
Jessica R Cohen, Robert F Asarnow, Fred W Sabb, Robert M Bilder, Susan Y Bookheimer, Barbara J Knowlton, Russell A Poldrack. Nat Neurosci 2010
Jessica R Cohen, Robert F Asarnow, Fred W Sabb, Robert M Bilder, Susan Y Bookheimer, Barbara J Knowlton, Russell A Poldrack. Nat Neurosci 2010
13
Simple Plans or Sophisticated Habits? State, Transition and Learning Interactions in the Two-Step Task.
Thomas Akam, Rui Costa, Peter Dayan. PLoS Comput Biol 2015
Thomas Akam, Rui Costa, Peter Dayan. PLoS Comput Biol 2015
25
An Upside to Reward Sensitivity: The Hippocampus Supports Enhanced Reinforcement Learning in Adolescence.
Juliet Y Davidow, Karin Foerde, Adriana Galván, Daphna Shohamy. Neuron 2016
Juliet Y Davidow, Karin Foerde, Adriana Galván, Daphna Shohamy. Neuron 2016
13
Improving the reliability of model-based decision-making estimates in the two-stage decision task with reaction-times and drift-diffusion modeling.
Nitzan Shahar, Tobias U Hauser, Michael Moutoussis, Rani Moran, Mehdi Keramati, Raymond J Dolan. PLoS Comput Biol 2019
Nitzan Shahar, Tobias U Hauser, Michael Moutoussis, Rani Moran, Mehdi Keramati, Raymond J Dolan. PLoS Comput Biol 2019
33
Experiential reward learning outweighs instruction prior to adulthood.
Johannes H Decker, Frederico S Lourenco, Bradley B Doll, Catherine A Hartley. Cogn Affect Behav Neurosci 2015
Johannes H Decker, Frederico S Lourenco, Bradley B Doll, Catherine A Hartley. Cogn Affect Behav Neurosci 2015
30
Dissociable roles of ventral and dorsal striatum in instrumental conditioning.
John O'Doherty, Peter Dayan, Johannes Schultz, Ralf Deichmann, Karl Friston, Raymond J Dolan. Science 2004
John O'Doherty, Peter Dayan, Johannes Schultz, Ralf Deichmann, Karl Friston, Raymond J Dolan. Science 2004
11
Brain development during childhood and adolescence: a longitudinal MRI study.
J N Giedd, J Blumenthal, N O Jeffries, F X Castellanos, H Liu, A Zijdenbos, T Paus, A C Evans, J L Rapoport. Nat Neurosci 1999
J N Giedd, J Blumenthal, N O Jeffries, F X Castellanos, H Liu, A Zijdenbos, T Paus, A C Evans, J L Rapoport. Nat Neurosci 1999
11
The interaction of acute and chronic stress impairs model-based behavioral control.
Christoph Radenbach, Andrea M F Reiter, Veronika Engert, Zsuzsika Sjoerds, Arno Villringer, Hans-Jochen Heinze, Lorenz Deserno, Florian Schlagenhauf. Psychoneuroendocrinology 2015
Christoph Radenbach, Andrea M F Reiter, Veronika Engert, Zsuzsika Sjoerds, Arno Villringer, Hans-Jochen Heinze, Lorenz Deserno, Florian Schlagenhauf. Psychoneuroendocrinology 2015
16
Motivation and value influences in the relative balance of goal-directed and habitual behaviours in obsessive-compulsive disorder.
V Voon, K Baek, J Enander, Y Worbe, L S Morris, N A Harrison, T W Robbins, C Rück, N Daw. Transl Psychiatry 2015
V Voon, K Baek, J Enander, Y Worbe, L S Morris, N A Harrison, T W Robbins, C Rück, N Daw. Transl Psychiatry 2015
21
Model-based and model-free decisions in alcohol dependence.
Miriam Sebold, Lorenz Deserno, Stephan Nebe, Daniel J Schad, Maria Garbusow, Claudia Hägele, Jürgen Keller, Elisabeth Jünger, Norbert Kathmann, Michael N Smolka,[...]. Neuropsychobiology 2014
Miriam Sebold, Lorenz Deserno, Stephan Nebe, Daniel J Schad, Maria Garbusow, Claudia Hägele, Jürgen Keller, Elisabeth Jünger, Norbert Kathmann, Michael N Smolka,[...]. Neuropsychobiology 2014
10
Disruption in the balance between goal-directed behavior and habit learning in obsessive-compulsive disorder.
Claire M Gillan, Martina Papmeyer, Sharon Morein-Zamir, Barbara J Sahakian, Naomi A Fineberg, Trevor W Robbins, Sanne de Wit. Am J Psychiatry 2011
Claire M Gillan, Martina Papmeyer, Sharon Morein-Zamir, Barbara J Sahakian, Naomi A Fineberg, Trevor W Robbins, Sanne de Wit. Am J Psychiatry 2011
10
Earlier development of the accumbens relative to orbitofrontal cortex might underlie risk-taking behavior in adolescents.
Adriana Galvan, Todd A Hare, Cindy E Parra, Jackie Penn, Henning Voss, Gary Glover, B J Casey. J Neurosci 2006
Adriana Galvan, Todd A Hare, Cindy E Parra, Jackie Penn, Henning Voss, Gary Glover, B J Casey. J Neurosci 2006
10
Reinforcement learning across development: What insights can we draw from a decade of research?
Kate Nussenbaum, Catherine A Hartley. Dev Cogn Neurosci 2019
Kate Nussenbaum, Catherine A Hartley. Dev Cogn Neurosci 2019
30
The ubiquity of model-based reinforcement learning.
Bradley B Doll, Dylan A Simon, Nathaniel D Daw. Curr Opin Neurobiol 2012
Bradley B Doll, Dylan A Simon, Nathaniel D Daw. Curr Opin Neurobiol 2012
9
Retrospective revaluation in sequential decision making: a tale of two systems.
Samuel J Gershman, Arthur B Markman, A Ross Otto. J Exp Psychol Gen 2014
Samuel J Gershman, Arthur B Markman, A Ross Otto. J Exp Psychol Gen 2014
9
Actions, action sequences and habits: evidence that goal-directed and habitual action control are hierarchically organized.
Amir Dezfouli, Bernard W Balleine. PLoS Comput Biol 2013
Amir Dezfouli, Bernard W Balleine. PLoS Comput Biol 2013
9
Dopamine selectively remediates 'model-based' reward learning: a computational approach.
Madeleine E Sharp, Karin Foerde, Nathaniel D Daw, Daphna Shohamy. Brain 2016
Madeleine E Sharp, Karin Foerde, Nathaniel D Daw, Daphna Shohamy. Brain 2016
13
Goal-directed instrumental action: contingency and incentive learning and their cortical substrates.
B W Balleine, A Dickinson. Neuropharmacology 1998
B W Balleine, A Dickinson. Neuropharmacology 1998
9
The reward circuit: linking primate anatomy and human imaging.
Suzanne N Haber, Brian Knutson. Neuropsychopharmacology 2010
Suzanne N Haber, Brian Knutson. Neuropsychopharmacology 2010
9
Longitudinal changes in adolescent risk-taking: a comprehensive study of neural responses to rewards, pubertal development, and risk-taking behavior.
Barbara R Braams, Anna C K van Duijvenvoorde, Jiska S Peper, Eveline A Crone. J Neurosci 2015
Barbara R Braams, Anna C K van Duijvenvoorde, Jiska S Peper, Eveline A Crone. J Neurosci 2015
9
Changes in cognitive flexibility and hypothesis search across human life history from childhood to adolescence to adulthood.
Alison Gopnik, Shaun O'Grady, Christopher G Lucas, Thomas L Griffiths, Adrienne Wente, Sophie Bridgers, Rosie Aboody, Hoki Fung, Ronald E Dahl. Proc Natl Acad Sci U S A 2017
Alison Gopnik, Shaun O'Grady, Christopher G Lucas, Thomas L Griffiths, Adrienne Wente, Sophie Bridgers, Rosie Aboody, Hoki Fung, Ronald E Dahl. Proc Natl Acad Sci U S A 2017
10
Co-cited is the co-citation frequency, indicating how many articles cite the article together with the query article. Similarity is the co-citation as percentage of the times cited of the query article or the article in the search results, whichever is the lowest. These numbers are calculated for the last 100 citations when articles are cited more than 100 times.