Anne GE Collins
Anne GE Collins
Associate Professor of Psychology, University of California, Berkeley
Verified email at
Cited by
Cited by
Reasoning, learning, and creativity: frontal lobe function and human decision-making
A Collins, E Koechlin
PLoS biology 10 (3), e1001293, 2012
Ten simple rules for the computational modeling of behavioral data
RC Wilson, AGE Collins
Elife 8, e49547, 2019
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
Foundations of human reasoning in the prefrontal cortex
M Donoso, AGE Collins, E Koechlin
Science 344 (6191), 1481-1486, 2014
Cognitive control over learning: creating, clustering, and generalizing task-set structure.
AGE Collins, MJ Frank
Psychological review 120 (1), 190, 2013
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
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
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
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
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
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
Beyond dichotomies in reinforcement learning
AGE Collins, J Cockburn
Nature Reviews Neuroscience 21 (10), 576-586, 2020
A reinforcement learning mechanism responsible for the valuation of free choice
J Cockburn, AGE Collins, MJ Frank
Neuron 83 (3), 551-557, 2014
Working memory load strengthens reward prediction errors
AGE Collins, B Ciullo, MJ Frank, D Badre
Journal of Neuroscience 37 (16), 4332-4342, 2017
The tortoise and the hare: Interactions between reinforcement learning and working memory
AGE Collins
Journal of cognitive neuroscience 30 (10), 1422-1432, 2018
Human EEG uncovers latent generalizable rule structure during learning
AGE Collins, JF Cavanagh, MJ Frank
Journal of Neuroscience 34 (13), 4677-4685, 2014
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
Moving beyond ERP components: a selective review of approaches to integrate EEG and behavior
DA Bridwell, JF Cavanagh, AGE Collins, MD Nunez, R Srinivasan, ...
Frontiers in human neuroscience 12, 106, 2018
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
Computational mechanisms of effort and reward decisions in patients with depression and their association with relapse after antidepressant discontinuation
IM Berwian, JG Wenzel, AGE Collins, E Seifritz, KE Stephan, H Walter, ...
JAMA psychiatry 77 (5), 513-522, 2020
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