Anne GE Collins, PhD - Publications

Affiliations: 
Cognitive, Linguistic and Psychological Sciences Brown University, Providence, RI 
Area:
Reinforcement learning, cognitive control, modelling, EEG

25 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
2020 Collins AGE, Cockburn J. Beyond dichotomies in reinforcement learning. Nature Reviews. Neuroscience. PMID 32873936 DOI: 10.1038/s41583-020-0355-6  0.72
2020 McDougle SD, Collins AGE. Modeling the influence of working memory, reinforcement, and action uncertainty on reaction time and choice during instrumental learning. Psychonomic Bulletin & Review. PMID 32710256 DOI: 10.3758/s13423-020-01774-z  0.88
2018 Desrochers TM, Collins AG, Badre D. Sequential control underlies robust ramping dynamics in the rostrolateral prefrontal cortex. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 30578340 DOI: 10.1523/JNEUROSCI.1060-18.2018  0.68
2018 Jahfari S, Ridderinkhof KR, Collins AGE, Knapen T, Waldorp LJ, Frank MJ. Cross-Task Contributions of Frontobasal Ganglia Circuitry in Response Inhibition and Conflict-Induced Slowing. Cerebral Cortex (New York, N.Y. : 1991). PMID 29912363 DOI: 10.1093/cercor/bhy076  0.96
2018 Bridwell DA, Cavanagh JF, Collins AGE, Nunez MD, Srinivasan R, Stober S, Calhoun VD. Moving Beyond ERP Components: A Selective Review of Approaches to Integrate EEG and Behavior. Frontiers in Human Neuroscience. 12: 106. PMID 29632480 DOI: 10.3389/fnhum.2018.00106  0.88
2018 Collins AGE, Frank MJ. Within- and across-trial dynamics of human EEG reveal cooperative interplay between reinforcement learning and working memory. Proceedings of the National Academy of Sciences of the United States of America. PMID 29463751 DOI: 10.1073/pnas.1720963115  0.96
2018 Collins AGE. The Tortoise and the Hare: Interactions between Reinforcement Learning and Working Memory. Journal of Cognitive Neuroscience. 1-12. PMID 29346018 DOI: 10.1162/jocn_a_01238  0.84
2017 Collins AGE, Albrecht MA, Waltz JA, Gold JM, Frank MJ. Interactions Among Working Memory, Reinforcement Learning, and Effort in Value-Based Choice: A New Paradigm and Selective Deficits in Schizophrenia. Biological Psychiatry. PMID 28651789 DOI: 10.1016/j.biopsych.2017.05.017  0.96
2017 Schutte I, Slagter HA, Collins AGE, Frank MJ, Kenemans JL. Stimulus discriminability may bias value-based probabilistic learning. Plos One. 12: e0176205. PMID 28481915 DOI: 10.1371/journal.pone.0176205  0.96
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  0.96
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  0.96
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  0.96
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  0.92
2016 Collins AG, Frank MJ. Motor Demands Constrain Cognitive Rule Structures. Plos Computational Biology. 12: e1004785. PMID 26966909 DOI: 10.1371/journal.pcbi.1004785  0.92
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  0.92
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  0.92
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  0.92
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  0.92
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  0.92
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  0.92
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  0.92
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  0.92
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  0.92
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  0.92
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  0.92
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