A citation-based method for searching scientific literature

Nathaniel D Daw, Yael Niv, Peter Dayan. Nat Neurosci 2005
Times Cited: 1193







List of co-cited articles
1237 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
776
37

A neural substrate of prediction and reward.
W Schultz, P Dayan, P R Montague. Science 1997
30

Neural computations underlying arbitration between model-based and model-free learning.
Sang Wan Lee, Shinsuke Shimojo, John P O'Doherty. Neuron 2014
264
24


Goals and habits in the brain.
Ray J Dolan, Peter Dayan. Neuron 2013
458
18

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
91
16

Cognitive maps in rats and men.
E C TOLMAN. Psychol Rev 1948
15


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
167
14

Prioritized memory access explains planning and hippocampal replay.
Marcelo G Mattar, Nathaniel D Daw. Nat Neurosci 2018
93
13

Model-based choices involve prospective neural activity.
Bradley B Doll, Katherine D Duncan, Dylan A Simon, Daphna Shohamy, Nathaniel D Daw. Nat Neurosci 2015
137
12

The hippocampus as a predictive map.
Kimberly L Stachenfeld, Matthew M Botvinick, Samuel J Gershman. Nat Neurosci 2017
252
12

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
236
12

Orbitofrontal cortex as a cognitive map of task space.
Robert C Wilson, Yuji K Takahashi, G Schoenbaum, Yael Niv. Neuron 2014
431
12

Learning the value of information in an uncertain world.
Timothy E J Behrens, Mark W Woolrich, Mark E Walton, Matthew F S Rushworth. Nat Neurosci 2007
12

The role of the basal ganglia in habit formation.
Henry H Yin, Barbara J Knowlton. Nat Rev Neurosci 2006
11

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
11


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
101
11

Adaptive integration of habits into depth-limited planning defines a habitual-goal-directed spectrum.
Mehdi Keramati, Peter Smittenaar, Raymond J Dolan, Peter Dayan. Proc Natl Acad Sci U S A 2016
78
14

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
52
21

Beyond dichotomies in reinforcement learning.
Anne G E Collins, Jeffrey Cockburn. Nat Rev Neurosci 2020
28
39

What Is a Cognitive Map? Organizing Knowledge for Flexible Behavior.
Timothy E J Behrens, Timothy H Muller, James C R Whittington, Shirley Mark, Alon B Baram, Kimberly L Stachenfeld, Zeb Kurth-Nelson. Neuron 2018
237
10

Mapping value based planning and extensively trained choice in the human brain.
Klaus Wunderlich, Peter Dayan, Raymond J Dolan. Nat Neurosci 2012
182
10

Representation of action-specific reward values in the striatum.
Kazuyuki Samejima, Yasumasa Ueda, Kenji Doya, Minoru Kimura. Science 2005
577
10


Speed/accuracy trade-off between the habitual and the goal-directed processes.
Mehdi Keramati, Amir Dezfouli, Payam Piray. PLoS Comput Biol 2011
170
9

The expected value of control: an integrative theory of anterior cingulate cortex function.
Amitai Shenhav, Matthew M Botvinick, Jonathan D Cohen. Neuron 2013
9

Vicarious trial and error.
A David Redish. Nat Rev Neurosci 2016
180
9

Cortical substrates for exploratory decisions in humans.
Nathaniel D Daw, John P O'Doherty, Peter Dayan, Ben Seymour, Raymond J Dolan. Nature 2006
9


Human Orbitofrontal Cortex Represents a Cognitive Map of State Space.
Nicolas W Schuck, Ming Bo Cai, Robert C Wilson, Yael Niv. Neuron 2016
214
9


Tonic dopamine: opportunity costs and the control of response vigor.
Yael Niv, Nathaniel D Daw, Daphna Joel, Peter Dayan. Psychopharmacology (Berl) 2007
654
9

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
667
8


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
300
8

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
212
8

The misbehavior of value and the discipline of the will.
Peter Dayan, Yael Niv, Ben Seymour, Nathaniel D Daw. Neural Netw 2006
189
8


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
98
8

Determining the neural substrates of goal-directed learning in the human brain.
Vivian V Valentin, Anthony Dickinson, John P O'Doherty. J Neurosci 2007
344
8


Prefrontal cortex as a meta-reinforcement learning system.
Jane X Wang, Zeb Kurth-Nelson, Dharshan Kumaran, Dhruva Tirumala, Hubert Soyer, Joel Z Leibo, Demis Hassabis, Matthew Botvinick. Nat Neurosci 2018
147
8

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
170
8


The ubiquity of model-based reinforcement learning.
Bradley B Doll, Dylan A Simon, Nathaniel D Daw. Curr Opin Neurobiol 2012
172
8


Neural correlates of forward planning in a spatial decision task in humans.
Dylan Alexander Simon, Nathaniel D Daw. J Neurosci 2011
112
8

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
97
7


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.