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Journal of Cognitive Neuroscience|December 23, 2021
How Working Memory and Reinforcement Learning Are Intertwined: A Cognitive, Neural, and Computational PerspectiveAspen H Yoo, Anne G E CollinsPsychonomic Bulletin & Review|July 26, 2020
Modeling the influence of working memory, reinforcement, and action uncertainty on reaction time and choice during instrumental learningSamuel D McDougle, Anne G E CollinsPsychological Review|January 30, 2013
Cognitive control over learning: creating, clustering, and generalizing task-set structureAnne G E Collins, Michael J FrankProceedings of the National Academy of Sciences of the United States of America|November 24, 2020
Computational evidence for hierarchically structured reinforcement learning in humansMaria K Eckstein, Anne G E CollinsPsychological Review|August 5, 2014
Opponent actor learning (OpAL): modeling interactive effects of striatal dopamine on reinforcement learning and choice incentiveAnne G E Collins, Michael J FrankProceedings of the National Academy of Sciences of the United States of America|February 22, 2018
Within- and across-trial dynamics of human EEG reveal cooperative interplay between reinforcement learning and working memoryAnne G E Collins, Michael J FrankThe European Journal of Neuroscience|April 11, 2012
How much of reinforcement learning is working memory, not reinforcement learning? A behavioral, computational, and neurogenetic analysisAnne G E Collins, Michael J FrankCogsci ... Annual Conference of the Cognitive Science Society. Cognitive Science Society (U.S.). Conference|December 29, 2021
How the Mind Creates Structure: Hierarchical Learning of Action SequencesMaria K Eckstein, Anne G E CollinsCognition|October 5, 2024
An algorithmic account for how humans efficiently learn, transfer, and compose hierarchically structured decision policiesJing-Jing Li, Anne G E CollinsInternational Journal of Psychophysiology : Official Journal of the International Organization of Psychophysiology|October 12, 2000
Neuroelectric assessment of HIV: EEG, ERP, and viral loadJ Polich, A Ilan, J S Poceta, et al.Pageof 20