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ORCIDCarlos G. Correa
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2020 – today
- 2024
[c4]Ruiqi He, Carlos G. Correa, Tom Griffiths, Mark K. Ho:
Structurally Guided Task Decomposition in Spatial Navigation Tasks (Student Abstract). AAAI 2024: 23512-23513- [i7]Carlos G. Correa, Thomas L. Griffiths, Nathaniel D. Daw:
Program-Based Strategy Induction for Reinforcement Learning. CoRR abs/2402.16668 (2024) - 2023
- [j1]Carlos G. Correa
, Mark K. Ho, Frederick Callaway, Nathaniel D. Daw, Thomas L. Griffiths:
Humans decompose tasks by trading off utility and computational cost. PLoS Comput. Biol. 19(6) (2023) - [i6]Ruiqi He, Carlos G. Correa, Thomas L. Griffiths, Mark K. Ho:
Structurally guided task decomposition in spatial navigation tasks. CoRR abs/2310.02221 (2023) - [i5]Carlos G. Correa, Sophia Sanborn, Mark K. Ho, Frederick Callaway, Nathaniel D. Daw, Thomas L. Griffiths:
Exploring the hierarchical structure of human plans via program generation. CoRR abs/2311.18644 (2023) - 2022
- [c3]Sreejan Kumar, Carlos G. Correa, Ishita Dasgupta, Raja Marjieh, Michael Y. Hu, Robert D. Hawkins, Jonathan D. Cohen, Nathaniel D. Daw, Karthik Narasimhan, Tom Griffiths:
Using natural language and program abstractions to instill human inductive biases in machines. NeurIPS 2022 - [i4]Sreejan Kumar, Carlos G. Correa, Ishita Dasgupta, Raja Marjieh, Michael Y. Hu, Robert D. Hawkins, Nathaniel D. Daw, Jonathan D. Cohen, Karthik Narasimhan, Thomas L. Griffiths:
Using Natural Language and Program Abstractions to Instill Human Inductive Biases in Machines. CoRR abs/2205.11558 (2022) - [i3]Carlos G. Correa, Mark K. Ho, Frederick Callaway, Nathaniel D. Daw, Thomas L. Griffiths:
Humans decompose tasks by trading off utility and computational cost. CoRR abs/2211.03890 (2022) - 2021
- [i2]Mark K. Ho, David Abel, Carlos G. Correa, Michael L. Littman, Jonathan D. Cohen, Thomas L. Griffiths:
Control of mental representations in human planning. CoRR abs/2105.06948 (2021) - 2020
- [c2]Carlos G. Correa, Mark K. Ho, Frederick Callaway, Tom Griffiths:
Resource-rational Task Decomposition to Minimize Planning Costs. CogSci 2020 - [i1]Carlos G. Correa, Mark K. Ho, Fred Callaway, Thomas L. Griffiths:
Resource-rational Task Decomposition to Minimize Planning Costs. CoRR abs/2007.13862 (2020)
2010 – 2019
- 2019
- [c1]Carlos G. Correa, Frederick Callaway, Mark K. Ho, Tom Griffiths:
Compositional subgoal representations. CogSci 2019: 3255
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