A citation-based method for searching scientific literature

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
Times Cited: 126






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List of co-cited articles
797 articles co-cited >1



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
741
69
69

Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control.
Nathaniel D Daw, Yael Niv, Peter Dayan. Nat Neurosci 2005
1159
56
56

Goals and habits in the brain.
Ray J Dolan, Peter Dayan. Neuron 2013
432
50
50

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
577
45
45

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
227
44
44

Dopamine enhances model-based over model-free choice behavior.
Klaus Wunderlich, Peter Smittenaar, Raymond J Dolan. Neuron 2012
145
39
39

Neural computations underlying arbitration between model-based and model-free learning.
Sang Wan Lee, Shinsuke Shimojo, John P O'Doherty. Neuron 2014
256
38
38

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
286
38
38

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
163
34
34

Human and rodent homologies in action control: corticostriatal determinants of goal-directed and habitual action.
Bernard W Balleine, John P O'Doherty. Neuropsychopharmacology 2010
980
29
29

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
121
29
29

A neural substrate of prediction and reward.
W Schultz, P Dayan, P R Montague. Science 1997
4596
24
24

Determining the neural substrates of goal-directed learning in the human brain.
Vivian V Valentin, Anthony Dickinson, John P O'Doherty. J Neurosci 2007
333
23
23

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
64
23
35

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
92
23
25

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
201
23
23

Model-based choices involve prospective neural activity.
Bradley B Doll, Katherine D Duncan, Dylan A Simon, Daphna Shohamy, Nathaniel D Daw. Nat Neurosci 2015
129
20
20

Speed/accuracy trade-off between the habitual and the goal-directed processes.
Mehdi Keramati, Amir Dezfouli, Payam Piray. PLoS Comput Biol 2011
167
19
19

A specific role for posterior dorsolateral striatum in human habit learning.
Elizabeth Tricomi, Bernard W Balleine, John P O'Doherty. Eur J Neurosci 2009
392
19
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
81
19
23

The role of the dorsomedial striatum in instrumental conditioning.
Henry H Yin, Sean B Ostlund, Barbara J Knowlton, Bernard W Balleine. Eur J Neurosci 2005
652
18
18

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
96
18
18

Goal-directed instrumental action: contingency and incentive learning and their cortical substrates.
B W Balleine, A Dickinson. Neuropharmacology 1998
881
17
17

When Does Model-Based Control Pay Off?
Wouter Kool, Fiery A Cushman, Samuel J Gershman. PLoS Comput Biol 2016
49
16
32

Neural systems of reinforcement for drug addiction: from actions to habits to compulsion.
Barry J Everitt, Trevor W Robbins. Nat Neurosci 2005
2326
15
15

Mapping value based planning and extensively trained choice in the human brain.
Klaus Wunderlich, Peter Dayan, Raymond J Dolan. Nat Neurosci 2012
174
15
15

Behavioral and neuroimaging evidence for overreliance on habit learning in alcohol-dependent patients.
Z Sjoerds, S de Wit, W van den Brink, T W Robbins, A T F Beekman, B W J H Penninx, D J Veltman. Transl Psychiatry 2013
170
15
15

Model-based learning protects against forming habits.
Claire M Gillan, A Ross Otto, Elizabeth A Phelps, Nathaniel D Daw. Cogn Affect Behav Neurosci 2015
90
15
16

By carrot or by stick: cognitive reinforcement learning in parkinsonism.
Michael J Frank, Lauren C Seeberger, Randall C O'reilly. Science 2004
1203
14
14

Lesions of dorsolateral striatum preserve outcome expectancy but disrupt habit formation in instrumental learning.
Henry H Yin, Barbara J Knowlton, Bernard W Balleine. Eur J Neurosci 2004
752
14
14

Coordination of actions and habits in the medial prefrontal cortex of rats.
Simon Killcross, Etienne Coutureau. Cereb Cortex 2003
503
14
14

From Creatures of Habit to Goal-Directed Learners: Tracking the Developmental Emergence of Model-Based Reinforcement Learning.
Johannes H Decker, A Ross Otto, Nathaniel D Daw, Catherine A Hartley. Psychol Sci 2016
91
14
15

The ubiquity of model-based reinforcement learning.
Bradley B Doll, Dylan A Simon, Nathaniel D Daw. Curr Opin Neurobiol 2012
165
13
13

Processing speed enhances model-based over model-free reinforcement learning in the presence of high working memory functioning.
Daniel J Schad, Elisabeth Jünger, Miriam Sebold, Maria Garbusow, Nadine Bernhardt, Amir-Homayoun Javadi, Ulrich S Zimmermann, Michael N Smolka, Andreas Heinz, Michael A Rapp,[...]. Front Psychol 2014
37
13
35

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
45
13
28

Bonsai trees in your head: how the pavlovian system sculpts goal-directed choices by pruning decision trees.
Quentin J M Huys, Neir Eshel, Elizabeth O'Nions, Luke Sheridan, Peter Dayan, Jonathan P Roiser. PLoS Comput Biol 2012
159
12
12

Devaluation and sequential decisions: linking goal-directed and model-based behavior.
Eva Friedel, Stefan P Koch, Jean Wendt, Andreas Heinz, Lorenz Deserno, Florian Schlagenhauf. Front Hum Neurosci 2014
46
12
26

Cognitive maps in rats and men.
E C TOLMAN. Psychol Rev 1948
1586
12
12

Habitual control of goal selection in humans.
Fiery Cushman, Adam Morris. Proc Natl Acad Sci U S A 2015
60
12
20

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
54
12
22

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
305
11
11

Corticostriatal connectivity underlies individual differences in the balance between habitual and goal-directed action control.
Sanne de Wit, Poppy Watson, Helga A Harsay, Michael X Cohen, Irene van de Vijver, K Richard Ridderinkhof. J Neurosci 2012
175
11
11

Variability in Dopamine Genes Dissociates Model-Based and Model-Free Reinforcement Learning.
Bradley B Doll, Kevin G Bath, Nathaniel D Daw, Michael J Frank. J Neurosci 2016
50
11
22

An integrative theory of prefrontal cortex function.
E K Miller, J D Cohen. Annu Rev Neurosci 2001
6657
11
11

Dopamine selectively remediates 'model-based' reward learning: a computational approach.
Madeleine E Sharp, Karin Foerde, Nathaniel D Daw, Daphna Shohamy. Brain 2016
58
10
17

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
95
10
10

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
43
10
23

Cost-Benefit Arbitration Between Multiple Reinforcement-Learning Systems.
Wouter Kool, Samuel J Gershman, Fiery A Cushman. Psychol Sci 2017
72
10
13

How much of reinforcement learning is working memory, not reinforcement learning? A behavioral, computational, and neurogenetic analysis.
Anne G E Collins, Michael J Frank. Eur J Neurosci 2012
162
9
9

Transcranial direct current stimulation of right dorsolateral prefrontal cortex does not affect model-based or model-free reinforcement learning in humans.
Peter Smittenaar, George Prichard, Thomas H B FitzGerald, Joern Diedrichsen, Raymond J Dolan. PLoS One 2014
18
9
50


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.

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