Carlos G. Correa

Czech Academy of Sciences — Czech Republic

Decision Sciences · Social Sciences

7h-index269citations21works2.82yr avg
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Research Topics

Decision-Making and Behavioral Economics(6), Complex Systems and Decision Making(6), Mental Health Research Topics(4), Attention Deficit Hyperactivity Disorder(3), AI-based Problem Solving and Planning(3)

Publications21 total

Induced quantum magnetism on a triangular lattice of non-Kramers ions in <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mrow><mml:msub><mml:mi>PrMgAl</mml:mi><mml:mn>11</mml:mn></mml:msub><mml:msub><mml:mi mathvariant="normal">O</mml:mi><mml:mn>19</mml:mn></mml:msub></mml:mrow></mml:math>
Physical review. B./Physical review. B·2025· 1 cited
Exploring the hierarchical structure of human plans via program generation
Cognition·2024· 3 cited
Structurally Guided Task Decomposition in Spatial Navigation Tasks (Student Abstract)
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 2 citedOpen Access
Program-Based Strategy Induction for Reinforcement Learning
arXiv (Cornell University)·2024· 5 citedOpen Access
Exploring the hierarchical structure of human plans via program generation
arXiv (Cornell University)·2023· 4 citedOpen Access
Structurally guided task decomposition in spatial navigation tasks
arXiv (Cornell University)·2023Open Access
Humans decompose tasks by trading off utility and computational cost
PLoS Computational Biology·2023· 43 citedOpen Access
Humans decompose tasks by trading off utility and computational cost
arXiv (Cornell University)·2022· 7 citedOpen Access
Using Natural Language and Program Abstractions to Instill Human Inductive Biases in Machines
arXiv (Cornell University)·2022· 7 citedOpen Access
People construct simplified mental representations to plan
Nature·2022· 107 citedOpen Access
Control of mental representations in human planning.
arXiv (Cornell University)·2021· 4 citedOpen Access
Early changes in neural circuit function engaged by negative emotion and modified by behavioural intervention are associated with depression and problem-solving outcomes: A report from the ENGAGE randomized controlled trial
EBioMedicine·2021· 24 citedOpen Access
StopWatch: Pilot study for an Apple Watch application for youth with ADHD
Digital Health·2021· 13 citedOpen Access
Resource-rational Task Decomposition to Minimize Planning Costs
arXiv (Cornell University)·2020· 5 citedOpen Access
Early Change in Neural Circuit Function Engaged by Negative Emotion Mediates Later Depression and Problem-Solving Outcomes Following Behavioural Intervention
SSRN Electronic Journal·2020Open Access
Resource-rational Task Decomposition to Minimize Planning Costs.
arXiv (Cornell University)·2020· 2 citedOpen Access
6.58 APPLE WATCH PILOT FOR YOUTH WITH ADHD
Journal of the American Academy of Child & Adolescent Psychiatry·2019
Compositional subgoal representations.
eScholarship (California Digital Library)·2019
S78. Developing a Standardized Taxonomy of Circuit Dysfunction Related to Phenotypes of Mood and Anxiety Disorder
Biological Psychiatry·2018
The ENGAGE study: Integrating neuroimaging, virtual reality and smartphone sensing to understand self-regulation for managing depression and obesity in a precision medicine model
Behaviour Research and Therapy·2017· 38 citedOpen Access
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Frequent Co-authors

Thomas L. Griffiths(12), Mark K. Ho(11), Nathaniel D. Daw(6), Leanne M. Williams(6), Frederick Callaway(5), Andrea Goldstein‐Piekarski(4), Jonathan D. Cohen(3), Lisa G. Rosas(3), Philip W. Lavori(3), Trisha Suppes(3), Joshua M. Smyth(3), Megan A. Lewis(3), Elizabeth M. Venditti(3), Mark Snowden(3), Janine M. Simmons(3), Jun Ma(3), David Abel(2), Michael L. Littman(2), Joseph Wielgosz(2), Lan Xiao(2)