| 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 |
0.557 |
|
| 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 |
0.329 |
|
| 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 |
0.458 |
|
| 2017 |
Collins AG. The Cost of Structure Learning. Journal of Cognitive Neuroscience. 1-10. PMID 28358657 DOI: 10.1162/jocn_a_01128 |
0.433 |
|
| 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 |
0.569 |
|
| 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 |
0.512 |
|
| 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 |
0.499 |
|
| 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 |
0.537 |
|
| 2016 |
Collins AG, Frank MJ. Motor Demands Constrain Cognitive Rule Structures. Plos Computational Biology. 12: e1004785. PMID 26966909 DOI: 10.1371/journal.pcbi.1004785 |
0.464 |
|
| 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 |
0.348 |
|
| 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 |
0.541 |
|
| 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 |
0.559 |
|
| 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 |
0.543 |
|
| 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 |
0.565 |
|
| 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 |
0.606 |
|
| 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 |
0.654 |
|
| 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 |
0.57 |
|
| 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 |
0.592 |
|
| 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 |
0.661 |
|
| 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 |
0.504 |
|
| Show low-probability matches. |