Anne G.E. Collins
Anne G.E. Collins
Verified email at berkeley.edu
TitleCited byYear
Reasoning, learning, and creativity: frontal lobe function and human decision-making
A Collins, E Koechlin
PLoS biology 10 (3), e1001293, 2012
3072012
Foundations of human reasoning in the prefrontal cortex
M Donoso, AGE Collins, E Koechlin
Science 344 (6191), 1481-1486, 2014
2542014
Documenting catchment suspended sediment sources: problems, approaches and prospects
AL Collins, DE Walling
Progress in Physical Geography 28 (2), 159-196, 2004
2462004
Negative symptoms and the failure to represent the expected reward value of actions: behavioral and computational modeling evidence
JM Gold, JA Waltz, TM Matveeva, Z Kasanova, GP Strauss, ES Herbener, ...
Archives of general psychiatry 69 (2), 129-138, 2012
1992012
Cognitive control over learning: Creating, clustering, and generalizing task-set structure.
AGE Collins, MJ Frank
Psychological review 120 (1), 190, 2013
1802013
How much of reinforcement learning is working memory, not reinforcement learning? A behavioral, computational, and neurogenetic analysis
AGE Collins, MJ Frank
European Journal of Neuroscience 35 (7), 1024-1035, 2012
1802012
Opponent actor learning (OpAL): Modeling interactive effects of striatal dopamine on reinforcement learning and choice incentive.
AGE Collins, MJ Frank
Psychological review 121 (3), 337, 2014
1592014
Working memory contributions to reinforcement learning impairments in schizophrenia
AGE Collins, JK Brown, JM Gold, JA Waltz, MJ Frank
Journal of Neuroscience 34 (41), 13747-13756, 2014
1022014
A reinforcement learning mechanism responsible for the valuation of free choice
J Cockburn, AGE Collins, MJ Frank
Neuron 83 (3), 551-557, 2014
652014
Interactions among working memory, reinforcement learning, and effort in value-based choice: A new paradigm and selective deficits in schizophrenia
AGE Collins, MA Albrecht, JA Waltz, JM Gold, MJ Frank
Biological psychiatry 82 (6), 431-439, 2017
542017
Probabilistic reinforcement learning in patients with schizophrenia: Relationships to anhedonia and avolition
EC Dowd, MJ Frank, A Collins, JM Gold, DM Barch
Biological psychiatry: cognitive neuroscience and neuroimaging 1 (5), 460-473, 2016
482016
Human EEG uncovers latent generalizable rule structure during learning
AGE Collins, JF Cavanagh, MJ Frank
Journal of Neuroscience 34 (13), 4677-4685, 2014
432014
Working memory load strengthens reward prediction errors
AGE Collins, B Ciullo, MJ Frank, D Badre
Journal of Neuroscience 37 (16), 4332-4342, 2017
352017
Neural signature of hierarchically structured expectations predicts clustering and transfer of rule sets in reinforcement learning
AGE Collins, MJ Frank
Cognition 152, 160-169, 2016
322016
Within-and across-trial dynamics of human EEG reveal cooperative interplay between reinforcement learning and working memory
AGE Collins, MJ Frank
Proceedings of the National Academy of Sciences 115 (10), 2502-2507, 2018
312018
8-month-old infants spontaneously learn and generalize hierarchical rules
DM Werchan, AGE Collins, MJ Frank, D Amso
Psychological science 26 (6), 805-815, 2015
302015
Surprise! Dopamine signals mix action, value and error
AGE Collins, MJ Frank
nature neuroscience 19 (1), 3, 2016
252016
Role of prefrontal cortex in learning and generalizing hierarchical rules in 8-month-old infants
DM Werchan, AGE Collins, MJ Frank, D Amso
Journal of Neuroscience 36 (40), 10314-10322, 2016
232016
The cost of structure learning
AGE Collins
Journal of Cognitive Neuroscience 29 (10), 1646-1655, 2017
142017
Motor demands constrain cognitive rule structures
AGE Collins, MJ Frank
PLoS computational biology 12 (3), e1004785, 2016
132016
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Articles 1–20