A citation-based method for searching scientific literature

Arkady Konovalov, Ian Krajbich. Nat Commun 2020
Times Cited: 7







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



Times Cited
  Times     Co-cited
Similarity


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
71

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
71



Goals and habits in the brain.
Ray J Dolan, Peter Dayan. Neuron 2013
438
57

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
42

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
42

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
42

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
42

Model-Based Reasoning in Humans Becomes Automatic with Training.
Marcos Economides, Zeb Kurth-Nelson, Annika Lübbert, Marc Guitart-Masip, Raymond J Dolan. PLoS Comput Biol 2015
25
42


Credit assignment to state-independent task representations and its relationship with model-based decision making.
Nitzan Shahar, Rani Moran, Tobias U Hauser, Rogier A Kievit, Daniel McNamee, Michael Moutoussis, Raymond J Dolan. Proc Natl Acad Sci U S A 2019
21
28

Reduced model-based decision-making in schizophrenia.
Adam J Culbreth, Andrew Westbrook, Nathaniel D Daw, Matthew Botvinick, Deanna M Barch. J Abnorm Psychol 2016
41
28

The successor representation in human reinforcement learning.
I Momennejad, E M Russek, J H Cheong, M M Botvinick, N D Daw, S J Gershman. Nat Hum Behav 2017
92
28


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
45
28

A neural substrate of prediction and reward.
W Schultz, P Dayan, P R Montague. Science 1997
28

The ubiquity of model-based reinforcement learning.
Bradley B Doll, Dylan A Simon, Nathaniel D Daw. Curr Opin Neurobiol 2012
165
28

Generalization of value in reinforcement learning by humans.
G Elliott Wimmer, Nathaniel D Daw, Daphna Shohamy. Eur J Neurosci 2012
61
28


Feature-based learning improves adaptability without compromising precision.
Shiva Farashahi, Katherine Rowe, Zohra Aslami, Daeyeol Lee, Alireza Soltani. Nat Commun 2017
34
28

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
93
28


Hippocampal Contributions to Model-Based Planning and Spatial Memory.
Oliver M Vikbladh, Michael R Meager, John King, Karen Blackmon, Orrin Devinsky, Daphna Shohamy, Neil Burgess, Nathaniel D Daw. Neuron 2019
46
28

Incentives Boost Model-Based Control Across a Range of Severity on Several Psychiatric Constructs.
Edward H Patzelt, Wouter Kool, Alexander J Millner, Samuel J Gershman. Biol Psychiatry 2019
31
28

Dopamine enhances model-based over model-free choice behavior.
Klaus Wunderlich, Peter Smittenaar, Raymond J Dolan. Neuron 2012
145
28

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
28


Habitual control of goal selection in humans.
Fiery Cushman, Adam Morris. Proc Natl Acad Sci U S A 2015
61
28

Cognitive maps in rats and men.
E C TOLMAN. Psychol Rev 1948
28

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
28

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
28


Multiple memory systems as substrates for multiple decision systems.
Bradley B Doll, Daphna Shohamy, Nathaniel D Daw. Neurobiol Learn Mem 2015
49
28

Hippocampal pattern separation supports reinforcement learning.
Ian C Ballard, Anthony D Wagner, Samuel M McClure. Nat Commun 2019
20
28

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
28


When Does Model-Based Control Pay Off?
Wouter Kool, Fiery A Cushman, Samuel J Gershman. PLoS Comput Biol 2016
50
28

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
28

Disentangling the roles of approach, activation and valence in instrumental and pavlovian responding.
Quentin J M Huys, Roshan Cools, Martin Gölzer, Eva Friedel, Andreas Heinz, Raymond J Dolan, Peter Dayan. PLoS Comput Biol 2011
178
28

Neural computations underlying arbitration between model-based and model-free learning.
Sang Wan Lee, Shinsuke Shimojo, John P O'Doherty. Neuron 2014
258
28

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
28

Dissociable effects of surprise and model update in parietal and anterior cingulate cortex.
Jill X O'Reilly, Urs Schüffelgen, Steven F Cuell, Timothy E J Behrens, Rogier B Mars, Matthew F S Rushworth. Proc Natl Acad Sci U S A 2013
174
28

Predictive representations can link model-based reinforcement learning to model-free mechanisms.
Evan M Russek, Ida Momennejad, Matthew M Botvinick, Samuel J Gershman, Nathaniel D Daw. PLoS Comput Biol 2017
86
28



How Mouse-tracking Can Advance Social Cognitive Theory.
Paul E Stillman, Xi Shen, Melissa J Ferguson. Trends Cogn Sci 2018
28
28

Dietary self-control is related to the speed with which attributes of healthfulness and tastiness are processed.
Nicolette Sullivan, Cendri Hutcherson, Alison Harris, Antonio Rangel. Psychol Sci 2015
89
28

Visual fixations and the computation and comparison of value in simple choice.
Ian Krajbich, Carrie Armel, Antonio Rangel. Nat Neurosci 2010
450
28

Humans primarily use model-based inference in the two-stage task.
Carolina Feher da Silva, Todd A Hare. Nat Hum Behav 2020
22
28


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.