I Momennejad, E M Russek, J H Cheong, M M Botvinick, N D Daw, S J Gershman. Nat Hum Behav 2017
Times Cited: 92
Times Cited: 92
Times Cited
Times Co-cited
Similarity
The hippocampus as a predictive map.
Kimberly L Stachenfeld, Matthew M Botvinick, Samuel J Gershman. Nat Neurosci 2017
Kimberly L Stachenfeld, Matthew M Botvinick, Samuel J Gershman. Nat Neurosci 2017
53
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
44
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
Evan M Russek, Ida Momennejad, Matthew M Botvinick, Samuel J Gershman, Nathaniel D Daw. PLoS Comput Biol 2017
47
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
34
27
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
Timothy E J Behrens, Timothy H Muller, James C R Whittington, Shirley Mark, Alon B Baram, Kimberly L Stachenfeld, Zeb Kurth-Nelson. Neuron 2018
22
Orbitofrontal cortex as a cognitive map of task space.
Robert C Wilson, Yuji K Takahashi, G Schoenbaum, Yael Niv. Neuron 2014
Robert C Wilson, Yuji K Takahashi, G Schoenbaum, Yael Niv. Neuron 2014
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
A map of abstract relational knowledge in the human hippocampal-entorhinal cortex.
Mona M Garvert, Raymond J Dolan, Timothy Ej Behrens. Elife 2017
Mona M Garvert, Raymond J Dolan, Timothy Ej Behrens. Elife 2017
20
Prioritized memory access explains planning and hippocampal replay.
Marcelo G Mattar, Nathaniel D Daw. Nat Neurosci 2018
Marcelo G Mattar, Nathaniel D Daw. Nat Neurosci 2018
24
The Successor Representation: Its Computational Logic and Neural Substrates.
Samuel J Gershman. J Neurosci 2018
Samuel J Gershman. J Neurosci 2018
46
Organizing conceptual knowledge in humans with a gridlike code.
Alexandra O Constantinescu, Jill X O'Reilly, Timothy E J Behrens. Science 2016
Alexandra O Constantinescu, Jill X O'Reilly, Timothy E J Behrens. Science 2016
18
Human-level control through deep reinforcement learning.
Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A Rusu, Joel Veness, Marc G Bellemare, Alex Graves, Martin Riedmiller, Andreas K Fidjeland, Georg Ostrovski,[...]. Nature 2015
Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A Rusu, Joel Veness, Marc G Bellemare, Alex Graves, Martin Riedmiller, Andreas K Fidjeland, Georg Ostrovski,[...]. Nature 2015
17
Neural representations of events arise from temporal community structure.
Anna C Schapiro, Timothy T Rogers, Natalia I Cordova, Nicholas B Turk-Browne, Matthew M Botvinick. Nat Neurosci 2013
Anna C Schapiro, Timothy T Rogers, Natalia I Cordova, Nicholas B Turk-Browne, Matthew M Botvinick. Nat Neurosci 2013
16
The algorithmic anatomy of model-based evaluation.
Nathaniel D Daw, Peter Dayan. Philos Trans R Soc Lond B Biol Sci 2014
Nathaniel D Daw, Peter Dayan. Philos Trans R Soc Lond B Biol Sci 2014
18
Hierarchically organized behavior and its neural foundations: a reinforcement learning perspective.
Matthew M Botvinick, Yael Niv, Andew G Barto. Cognition 2009
Matthew M Botvinick, Yael Niv, Andew G Barto. Cognition 2009
16
Reinforcement Learning and Episodic Memory in Humans and Animals: An Integrative Framework.
Samuel J Gershman, Nathaniel D Daw. Annu Rev Psychol 2017
Samuel J Gershman, Nathaniel D Daw. Annu Rev Psychol 2017
16
Microstructure of a spatial map in the entorhinal cortex.
Torkel Hafting, Marianne Fyhn, Sturla Molden, May-Britt Moser, Edvard I Moser. Nature 2005
Torkel Hafting, Marianne Fyhn, Sturla Molden, May-Britt Moser, Edvard I Moser. Nature 2005
16
The successor representation and temporal context.
Samuel J Gershman, Christopher D Moore, Michael T Todd, Kenneth A Norman, Per B Sederberg. Neural Comput 2012
Samuel J Gershman, Christopher D Moore, Michael T Todd, Kenneth A Norman, Per B Sederberg. Neural Comput 2012
35
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
14
Hippocampal place-cell sequences depict future paths to remembered goals.
Brad E Pfeiffer, David J Foster. Nature 2013
Brad E Pfeiffer, David J Foster. Nature 2013
14
The Tolman-Eichenbaum Machine: Unifying Space and Relational Memory through Generalization in the Hippocampal Formation.
James C R Whittington, Timothy H Muller, Shirley Mark, Guifen Chen, Caswell Barry, Neil Burgess, Timothy E J Behrens. Cell 2020
James C R Whittington, Timothy H Muller, Shirley Mark, Guifen Chen, Caswell Barry, Neil Burgess, Timothy E J Behrens. Cell 2020
19
A framework for mesencephalic dopamine systems based on predictive Hebbian learning.
P R Montague, P Dayan, T J Sejnowski. J Neurosci 1996
P R Montague, P Dayan, T J Sejnowski. J Neurosci 1996
13
Human Orbitofrontal Cortex Represents a Cognitive Map of State Space.
Nicolas W Schuck, Ming Bo Cai, Robert C Wilson, Yael Niv. Neuron 2016
Nicolas W Schuck, Ming Bo Cai, Robert C Wilson, Yael Niv. Neuron 2016
13
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
Mehdi Keramati, Peter Smittenaar, Raymond J Dolan, Peter Dayan. Proc Natl Acad Sci U S A 2016
16
Statistical learning of temporal community structure in the hippocampus.
Anna C Schapiro, Nicholas B Turk-Browne, Kenneth A Norman, Matthew M Botvinick. Hippocampus 2016
Anna C Schapiro, Nicholas B Turk-Browne, Kenneth A Norman, Matthew M Botvinick. Hippocampus 2016
13
Habits, action sequences and reinforcement learning.
Amir Dezfouli, Bernard W Balleine. Eur J Neurosci 2012
Amir Dezfouli, Bernard W Balleine. Eur J Neurosci 2012
11
Why there are complementary learning systems in the hippocampus and neocortex: insights from the successes and failures of connectionist models of learning and memory.
James L McClelland, Bruce L McNaughton, Randall C O'Reilly. Psychol Rev 1995
James L McClelland, Bruce L McNaughton, Randall C O'Reilly. Psychol Rev 1995
11
Interplay of approximate planning strategies.
Quentin J M Huys, Níall Lally, Paul Faulkner, Neir Eshel, Erich Seifritz, Samuel J Gershman, Peter Dayan, Jonathan P Roiser. Proc Natl Acad Sci U S A 2015
Quentin J M Huys, Níall Lally, Paul Faulkner, Neir Eshel, Erich Seifritz, Samuel J Gershman, Peter Dayan, Jonathan P Roiser. Proc Natl Acad Sci U S A 2015
15
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
Quentin J M Huys, Neir Eshel, Elizabeth O'Nions, Luke Sheridan, Peter Dayan, Jonathan P Roiser. PLoS Comput Biol 2012
11
Optimal behavioral hierarchy.
Alec Solway, Carlos Diuk, Natalia Córdova, Debbie Yee, Andrew G Barto, Yael Niv, Matthew M Botvinick. PLoS Comput Biol 2014
Alec Solway, Carlos Diuk, Natalia Córdova, Debbie Yee, Andrew G Barto, Yael Niv, Matthew M Botvinick. PLoS Comput Biol 2014
25
Cognitive control over learning: creating, clustering, and generalizing task-set structure.
Anne G E Collins, Michael J Frank. Psychol Rev 2013
Anne G E Collins, Michael J Frank. Psychol Rev 2013
11
Neural ensembles in CA3 transiently encode paths forward of the animal at a decision point.
Adam Johnson, A David Redish. J Neurosci 2007
Adam Johnson, A David Redish. J Neurosci 2007
11
Dopamine transients are sufficient and necessary for acquisition of model-based associations.
Melissa J Sharpe, Chun Yun Chang, Melissa A Liu, Hannah M Batchelor, Lauren E Mueller, Joshua L Jones, Yael Niv, Geoffrey Schoenbaum. Nat Neurosci 2017
Melissa J Sharpe, Chun Yun Chang, Melissa A Liu, Hannah M Batchelor, Lauren E Mueller, Joshua L Jones, Yael Niv, Geoffrey Schoenbaum. Nat Neurosci 2017
11
Reverse Replay of Hippocampal Place Cells Is Uniquely Modulated by Changing Reward.
R Ellen Ambrose, Brad E Pfeiffer, David J Foster. Neuron 2016
R Ellen Ambrose, Brad E Pfeiffer, David J Foster. Neuron 2016
11
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
11
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
Jane X Wang, Zeb Kurth-Nelson, Dharshan Kumaran, Dhruva Tirumala, Hubert Soyer, Joel Z Leibo, Demis Hassabis, Matthew Botvinick. Nat Neurosci 2018
11
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
10
Speed/accuracy trade-off between the habitual and the goal-directed processes.
Mehdi Keramati, Amir Dezfouli, Payam Piray. PLoS Comput Biol 2011
Mehdi Keramati, Amir Dezfouli, Payam Piray. PLoS Comput Biol 2011
10
An integrative theory of prefrontal cortex function.
E K Miller, J D Cohen. Annu Rev Neurosci 2001
E K Miller, J D Cohen. Annu Rev Neurosci 2001
10
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
Henry H Yin, Barbara J Knowlton, Bernard W Balleine. Eur J Neurosci 2004
10
The cognitive map in humans: spatial navigation and beyond.
Russell A Epstein, Eva Zita Patai, Joshua B Julian, Hugo J Spiers. Nat Neurosci 2017
Russell A Epstein, Eva Zita Patai, Joshua B Julian, Hugo J Spiers. Nat Neurosci 2017
10
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
10
Dorsal hippocampus contributes to model-based planning.
Kevin J Miller, Matthew M Botvinick, Carlos D Brody. Nat Neurosci 2017
Kevin J Miller, Matthew M Botvinick, Carlos D Brody. Nat Neurosci 2017
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
10
Navigating cognition: Spatial codes for human thinking.
Jacob L S Bellmund, Peter Gärdenfors, Edvard I Moser, Christian F Doeller. Science 2018
Jacob L S Bellmund, Peter Gärdenfors, Edvard I Moser, Christian F Doeller. Science 2018
10
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
Henry H Yin, Sean B Ostlund, Barbara J Knowlton, Bernard W Balleine. Eur J Neurosci 2005
9
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.