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Carlos G. Correa
Carlos G. Correa
Postdoctoral Associate, Psychology, New York University
nyu.edu의 이메일 확인됨 - 홈페이지
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People construct simplified mental representations to plan
MK Ho, D Abel, CG Correa, ML Littman, JD Cohen, TL Griffiths
Nature 606 (7912), 129-136, 2022
1152022
The ENGAGE study: Integrating neuroimaging, virtual reality and smartphone sensing to understand self-regulation for managing depression and obesity in a precision medicine model
LM Williams, A Pines, AN Goldstein-Piekarski, LG Rosas, M Kullar, ...
Behaviour research and therapy 101, 58-70, 2018
422018
Humans decompose tasks by trading off utility and computational cost
CG Correa, MK Ho, F Callaway, ND Daw, TL Griffiths
PLOS Computational Biology 19 (6), e1011087, 2023
372023
Using natural language and program abstractions to instill human inductive biases in machines
S Kumar, CG Correa, I Dasgupta, R Marjieh, MY Hu, R Hawkins, ...
Advances in Neural Information Processing Systems 35, 167-180, 2022
372022
Resource-rational Task Decomposition to Minimize Planning Costs
CG Correa, MK Ho, F Callaway, TL Griffiths
arXiv preprint arXiv:2007.13862, 2020
242020
Early changes in neural circuit function engaged by negative emotion and modified by behavioural intervention are associated with depression and problem-solving outcomes: A …
AN Goldstein-Piekarski, J Wielgosz, L Xiao, P Stetz, CG Correa, ...
EBioMedicine 67, 2021
172021
StopWatch: Pilot study for an Apple Watch application for youth with ADHD
JE Leikauf, C Correa, AN Bueno, VP Sempere, LM Williams
Digital Health 7, 20552076211001215, 2021
82021
Control of mental representations in human planning
MK Ho, D Abel, CG Correa, ML Littman, JD Cohen, TL Griffiths
arXiv e-prints, arXiv: 2105.06948, 2021
72021
Exploring the hierarchical structure of human plans via program generation
CG Correa, S Sanborn, MK Ho, F Callaway, ND Daw, TL Griffiths
arXiv preprint arXiv:2311.18644, 2023
42023
Program-Based Strategy Induction for Reinforcement Learning
CG Correa, TL Griffiths, ND Daw
arXiv preprint arXiv:2402.16668, 2024
32024
Structurally Guided Task Decomposition in Spatial Navigation Tasks (Student Abstract)
R He, CG Correa, TL Griffiths, MK Ho
Proceedings of the AAAI Conference on Artificial Intelligence 38 (21), 23512 …, 2024
2024
Structured Representations Underlying Efficient Decision-Making
CG Correa
Princeton University, 2024
2024
Compositional subgoal representations
C Correa, F Callaway, M Ho, T Griffiths
Proceedings of the Annual Meeting of the Cognitive Science Society 41, 2019
2019
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