Publications by authors named "Anne Collins"

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Linking reinforcement learning, working memory, and choice dynamics to age and symptoms of anxiety and depression in adolescence.
Erik R Frogner, Andreas Dahl, Rikka Kjelkenes, Torgeir Moberget, Anne G E Collins

Dev Cogn Neurosci· December 2025

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Episodic memory contributions to working memory-supported reinforcement learning.
Soobin H Hong, Amy R Zou, Aspen H Yoo, Anne G E Collins

J Exp Psychol Learn Mem Cogn· November 2025

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Dual effects of dual-tasking on instrumental learning.
Huang Ham, Samuel D McDougle, Anne G E Collins

Cognition· November 2025

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A habit and working memory model as an alternative account of human reward-based learning.
Anne G E Collins

Nat Hum Behav· November 2025

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Dual process impairments in reinforcement learning and working memory systems underlie learning deficits in physiological anxiety.
Jennifer D Senta, Sonia J Bishop, Anne G E Collins

PLoS Comput Biol· September 2025

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Nucleus accumbens dopamine release reflects Bayesian inference during instrumental learning.
Albert J Qü, Lung-Hao Tai, Christopher D Hall, Emilie M Tu, Maria K Eckstein, Anne G E Collins

PLoS Comput Biol· July 2025

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Striatal dopamine can enhance both fast working memory, and slow reinforcement learning, while reducing implicit effort cost sensitivity.
Andrew Westbrook, Ruben van den Bosch, Lieke Hofmans, Danae Papadopetraki, Jessica I Määttä, Anne G E Collins

Nat Commun· July 2025

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Genetic changes linked to two different syndromic forms of autism enhance reinforcement learning in early adolescent male but not female mice.
Juliana Chase, Jing-Jing Li, Wan Chen Lin, Lung-Hao Tai, Fernanda Castro, Anne Ge Collins

bioRxiv· May 2025

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Dose-dependent tolerability and safety of transcranial photobiomodulation: a randomized controlled trial.
David R A Coelho, Willians Fernando Vieira, Aura Maria Hurtado Puerto, Maia B Gersten, Katherine Anne Collins

Lasers Med Sci· May 2025

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Troubleshooting Bayesian cognitive models.
Beth Baribault, Anne G E Collins

Psychol Methods· February 2025

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An algorithmic account for how humans efficiently learn, transfer, and compose hierarchically structured decision policies.
Jing-Jing Li, Anne G E Collins

Cognition· January 2025

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Naturally disengaging control to reveal habits.
Sarah Oh, Anne G E Collins

Res Sq· January 2025

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Adolescent and adult mice use both incremental reinforcement learning and short term memory when learning concurrent stimulus-action associations.
Juliana Chase, Liyu Xia, Lung-Hao Tai, Wan Chen Lin, Anne G E Collins

PLoS Comput Biol· December 2024

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Latent Learning Progress Drives Autonomous Goal Selection in Human Reinforcement Learning.
Gaia Molinaro, Cédric Colas, Pierre-Yves Oudeyer, Anne G E Collins

Adv Neural Inf Process Syst· December 2024

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Nucleus accumbens dopamine release reflects Bayesian inference during instrumental learning.
Albert J Qü, Lung-Hao Tai, Christopher D Hall, Emilie M Tu, Maria K Eckstein, Anne G E Collins

bioRxiv· September 2024

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Neoadjuvant Exercise Therapy in Prostate Cancer: A Phase 1, Decentralized Nonrandomized ControlledTrial.
Lee W Jones, Chaya S Moskowitz, Catherine P Lee, Gina A Fickera, Su S Chun, Anne Collins

JAMA Oncol· September 2024

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Fundamental processes in sensorimotor learning: Reasoning, refinement, and retrieval.
Jonathan S Tsay, Hyosub E Kim, Samuel D McDougle, Jordan A Taylor, Adrian Haith, Anne G E Collins

Elife· August 2024

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Artificial neural networks for model identification and parameter estimation in computational cognitive models.
Milena Rmus, Ti-Fen Pan, Liyu Xia, Anne G E Collins

PLoS Comput Biol· May 2024

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Artificial neural networks for model identification and parameter estimation in computational cognitive models.
Milena Rmus, Ti-Fen Pan, Liyu Xia, Anne G E Collins

bioRxiv· April 2024

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Dynamic noise estimation: A generalized method for modeling noise fluctuations in decision-making.
Jing-Jing Li, Chengchun Shi, Lexin Li, Anne G E Collins

bioRxiv· January 2024

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A goal-centric outlook on learning.
Gaia Molinaro, Anne G E Collins

Trends Cogn Sci· December 2023

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Lowered inter-stimulus discriminability hurts incremental contributions to learning.
Aspen H Yoo, Haley Keglovits, Anne G E Collins

Cogn Affect Behav Neurosci· October 2023

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Intrinsic rewards explain context-sensitive valuation in reinforcement learning.
Gaia Molinaro, Anne G E Collins

PLoS Biol· July 2023

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Neural Index of Reinforcement Learning Predicts Improved Stimulus-Response Retention under High Working Memory Load.
Rachel Rac-Lubashevsky, Anna Cremer, Anne G E Collins, Michael J Frank, Lars Schwabe

J Neurosci· April 2023

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Age-related differences in prefrontal glutamate are associated with increased working memory decay that gives the appearance of learning deficits.
Milena Rmus, Mingjian He, Beth Baribault, Edward G Walsh, Elena K Festa, Anne G E Collins

Elife· April 2023

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