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Anne GE Collins, PhD - Publications

Affiliations: 
Cognitive, Linguistic and Psychological Sciences Brown University, Providence, RI 
Area:
Reinforcement learning, cognitive control, modelling, EEG
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21 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Rac-Lubashevsky R, Cremer A, Collins A, Frank MJ, Schwabe L. Neural index of reinforcement learning predicts improved stimulus-response retention under high working memory load. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 36931706 DOI: 10.1523/JNEUROSCI.1274-22.2023  0.559
2021 Yoo A, Collins A. How Working Memory and Reinforcement Learning Are Intertwined: A Cognitive, Neural, and Computational Perspective. Journal of Cognitive Neuroscience. 1-17. PMID 34942642 DOI: 10.1162/jocn_a_01808  0.33
2019 Wilson RC, Collins AG. Ten simple rules for the computational modeling of behavioral data. Elife. 8. PMID 31769410 DOI: 10.7554/Elife.49547  0.332
2018 Umbricht D, Dukart J, Abt M, Tamburri P, Chatham C, Frank M, Collins A, Walling D, Mofsen R, Gruener D, Gertsik L, Sevigny J. S43. A Proof-Of-Mechanism Study Of The Pde10 Inhibitor Rg7203 In Patients With Probing Reward Functions With Imaging And Behavioral Approaches Schizophrenia Bulletin. 44. DOI: 10.1093/Schbul/Sby018.830  0.459
2017 Collins AG. The Cost of Structure Learning. Journal of Cognitive Neuroscience. 1-10. PMID 28358657 DOI: 10.1162/jocn_a_01128  0.434
2017 Collins AG, Ciullo B, Frank MJ, Badre D. Working memory load strengthens reward prediction errors. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 28320846 DOI: 10.1523/JNEUROSCI.2700-16.2017  0.571
2016 Dowd EC, Frank MJ, Collins A, Gold JM, Barch DM. Probabilistic Reinforcement Learning in Patients With Schizophrenia: Relationships to Anhedonia and Avolition. Biological Psychiatry : Cognitive Neuroscience and Neuroimaging. 1: 460-473. PMID 27833939 DOI: 10.1016/J.Bpsc.2016.05.005  0.513
2016 Werchan DM, Collins AG, Frank MJ, Amso D. Role of Prefrontal Cortex in Learning and Generalizing Hierarchical Rules in 8-Month-Old Infants. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 36: 10314-10322. PMID 27707968 DOI: 10.1523/Jneurosci.1351-16.2016  0.501
2016 Collins AG, Frank MJ. Neural signature of hierarchically structured expectations predicts clustering and transfer of rule sets in reinforcement learning. Cognition. 152: 160-169. PMID 27082659 DOI: 10.1016/j.cognition.2016.04.002  0.539
2016 Collins AG, Frank MJ. Motor Demands Constrain Cognitive Rule Structures. Plos Computational Biology. 12: e1004785. PMID 26966909 DOI: 10.1371/journal.pcbi.1004785  0.466
2015 Collins AG, Frank MJ. Surprise! Dopamine signals mix action, value and error. Nature Neuroscience. 19: 3-5. PMID 26713740 DOI: 10.1038/nn.4207  0.35
2015 Werchan DM, Collins AG, Frank MJ, Amso D. 8-month-old infants spontaneously learn and generalize hierarchical rules. Psychological Science. 26: 805-15. PMID 25878172 DOI: 10.1177/0956797615571442  0.544
2014 Collins AG, Brown JK, Gold JM, Waltz JA, Frank MJ. Working memory contributions to reinforcement learning impairments in schizophrenia. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 34: 13747-56. PMID 25297101 DOI: 10.1523/Jneurosci.0989-14.2014  0.561
2014 Collins AG, Frank MJ. Opponent actor learning (OpAL): modeling interactive effects of striatal dopamine on reinforcement learning and choice incentive. Psychological Review. 121: 337-66. PMID 25090423 DOI: 10.1037/a0037015  0.545
2014 Cockburn J, Collins AG, Frank MJ. A reinforcement learning mechanism responsible for the valuation of free choice. Neuron. 83: 551-7. PMID 25066083 DOI: 10.1016/j.neuron.2014.06.035  0.567
2014 Donoso M, Collins AG, Koechlin E. Human cognition. Foundations of human reasoning in the prefrontal cortex. Science (New York, N.Y.). 344: 1481-6. PMID 24876345 DOI: 10.1126/Science.1252254  0.607
2014 Collins AG, Cavanagh JF, Frank MJ. Human EEG uncovers latent generalizable rule structure during learning. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 34: 4677-85. PMID 24672013 DOI: 10.1523/Jneurosci.3900-13.2014  0.656
2013 Collins AG, Frank MJ. Cognitive control over learning: creating, clustering, and generalizing task-set structure. Psychological Review. 120: 190-229. PMID 23356780 DOI: 10.1037/a0030852  0.572
2012 Collins AG, Frank MJ. How much of reinforcement learning is working memory, not reinforcement learning? A behavioral, computational, and neurogenetic analysis. The European Journal of Neuroscience. 35: 1024-35. PMID 22487033 DOI: 10.1111/j.1460-9568.2011.07980.x  0.594
2012 Collins A, Koechlin E. Reasoning, learning, and creativity: frontal lobe function and human decision-making. Plos Biology. 10: e1001293. PMID 22479152 DOI: 10.1371/Journal.Pbio.1001293  0.662
2012 Gold JM, Waltz JA, Matveeva TM, Kasanova Z, Strauss GP, Herbener ES, Collins AG, Frank MJ. Negative symptoms and the failure to represent the expected reward value of actions: behavioral and computational modeling evidence. Archives of General Psychiatry. 69: 129-38. PMID 22310503 DOI: 10.1001/Archgenpsychiatry.2011.1269  0.506
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