A citation-based method for searching scientific literature


List of co-cited articles
839 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
749
48

Goals and habits in the brain.
Ray J Dolan, Peter Dayan. Neuron 2013
438
36

Habits, action sequences and reinforcement learning.
Amir Dezfouli, Bernard W Balleine. Eur J Neurosci 2012
137
30



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
164
24

Neural computations underlying arbitration between model-based and model-free learning.
Sang Wan Lee, Shinsuke Shimojo, John P O'Doherty. Neuron 2014
258
24


Habits as action sequences: hierarchical action control and changes in outcome value.
Amir Dezfouli, Nura W Lingawi, Bernard W Balleine. Philos Trans R Soc Lond B Biol Sci 2014
59
38


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
656
22

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
291
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
131
22

Speed/accuracy trade-off between the habitual and the goal-directed processes.
Mehdi Keramati, Amir Dezfouli, Payam Piray. PLoS Comput Biol 2011
168
20

Habitual control of goal selection in humans.
Fiery Cushman, Adam Morris. Proc Natl Acad Sci U S A 2015
61
32

A neural substrate of prediction and reward.
W Schultz, P Dayan, P R Montague. Science 1997
18

The role of the basal ganglia in habit formation.
Henry H Yin, Barbara J Knowlton. Nat Rev Neurosci 2006
18

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
230
18


Dopamine enhances model-based over model-free choice behavior.
Klaus Wunderlich, Peter Smittenaar, Raymond J Dolan. Neuron 2012
145
16

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
203
16

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
15

The ubiquity of model-based reinforcement learning.
Bradley B Doll, Dylan A Simon, Nathaniel D Daw. Curr Opin Neurobiol 2012
165
15

Habits, rituals, and the evaluative brain.
Ann M Graybiel. Annu Rev Neurosci 2008
886
15

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
309
15

The algorithmic anatomy of model-based evaluation.
Nathaniel D Daw, Peter Dayan. Philos Trans R Soc Lond B Biol Sci 2014
80
18

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
161
14


Cognitive control predicts use of model-based reinforcement learning.
A Ross Otto, Anya Skatova, Seth Madlon-Kay, Nathaniel D Daw. J Cogn Neurosci 2015
82
17


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

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
14

Coordination of actions and habits in the medial prefrontal cortex of rats.
Simon Killcross, Etienne Coutureau. Cereb Cortex 2003
505
13

Cognitive maps in rats and men.
E C TOLMAN. Psychol Rev 1948
13

Mapping value based planning and extensively trained choice in the human brain.
Klaus Wunderlich, Peter Dayan, Raymond J Dolan. Nat Neurosci 2012
177
13


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
126
13

Drug Addiction: Updating Actions to Habits to Compulsions Ten Years On.
Barry J Everitt, Trevor W Robbins. Annu Rev Psychol 2016
487
13


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
171
12

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
65
18

A specific role for posterior dorsolateral striatum in human habit learning.
Elizabeth Tricomi, Bernard W Balleine, John P O'Doherty. Eur J Neurosci 2009
395
12

Determining the neural substrates of goal-directed learning in the human brain.
Vivian V Valentin, Anthony Dickinson, John P O'Doherty. J Neurosci 2007
334
11

The basal ganglia and chunking of action repertoires.
A M Graybiel. Neurobiol Learn Mem 1998
553
11

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
11


When Does Model-Based Control Pay Off?
Wouter Kool, Fiery A Cushman, Samuel J Gershman. PLoS Comput Biol 2016
50
22


Building neural representations of habits.
M S Jog, Y Kubota, C I Connolly, V Hillegaart, A M Graybiel. Science 1999
527
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.