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Anne Gabrielle Eva Collins

Anne G. E. Collins – Anne Collins

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2020 – today

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2023
[j7]
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Milena Rmus, Amy Zou, Anne G. E. Collins:
Choice Type Impacts Human Reinforcement Learning. J. Cogn. Neurosci. 35(2): 314-330 (2023)
[c9]
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Jing-Jing Li, Chengchun Shi, Lexin Li, Anne G. E. Collins:
A generalized method for dynamic noise inference in modeling sequential decision-making. CogSci 2023
[c8]
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Gaia Molinaro, Anne G. E. Collins:
Human hacks and bugs in the recruitment of reward systems for goal achievement. CogSci 2023
2022
[j6]
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Aspen H. Yoo, Anne G. E. Collins:
How Working Memory and Reinforcement Learning Are Intertwined: A Cognitive, Neural, and Computational Perspective. J. Cogn. Neurosci. 34(4): 551-568 (2022)
[c7]
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Jing-Jing Li, Liyu Xia, Flora Dong, Anne G. E. Collins:
Credit assignment in hierarchical option transfer. CogSci 2022
[c6]
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Amy Zou, Anne G. E. Collins:
Three systems interact in one-shot reinforcement learning. CogSci 2022
2021
[j5]
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  - journals/ploscb/XiaMEBDWC21
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Liyu Xia, Sarah L. Master, Maria K. Eckstein, Beth Baribault, Ronald E. Dahl, Linda Wilbrecht, Anne Gabrielle Eva Collins:
Modeling changes in probabilistic reinforcement learning during adolescence. PLoS Comput. Biol. 17(7) (2021)
[c5]
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  - conf/cogsci/EcksteinC21
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Maria K. Eckstein, Anne G. E. Collins:
How the Mind Creates Structure: Hierarchical Learning of Action Sequences. CogSci 2021
2020
[c4]
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Ham Huang, Samuel D. McDougle, Anne Collins:
A role for working memory in shaping the action policy for reinforcement learning. CogSci 2020
[c3]
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Milena Rmus, Anne Collins:
What is a choice in reinforcement learning? CogSci 2020
[c2]
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Liyu Xia, Sarah L. Master, Maria K. Eckstein, Linda Wilbrecht, Anne Collins:
Learning under uncertainty changes during adolescence. CogSci 2020

2010 – 2019

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2018
[j4]
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  - journals/jocn/AlexanderBCHV18
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William H. Alexander, Joshua W. Brown, Anne G. E. Collins, Benjamin Y. Hayden, Eliana Vassena:
Prefrontal Cortex in Control: Broadening the Scope to Identify Mechanisms. J. Cogn. Neurosci. 30(8) (2018)
[j3]
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Anne G. E. Collins:
The Tortoise and the Hare: Interactions between Reinforcement Learning and Working Memory. J. Cogn. Neurosci. 30(10) (2018)
[c1]
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Maria K. Eckstein, Anne Collins:
Evidence for hierarchically-structured reinforcement learning in humans. CogSci 2018
2017
[j2]
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Anne Gabrielle Eva Collins:
The Cost of Structure Learning. J. Cogn. Neurosci. 29(10): 1646-1655 (2017)
2016
[j1]
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Anne Gabrielle Eva Collins, Michael Joshua Frank:
Motor Demands Constrain Cognitive Rule Structures. PLoS Comput. Biol. 12(3) (2016)

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