Carlos G. Correa

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Natural Language

Functional Programs

Navigation Tasks

Hierarchical Structure

Top Venues

PLoS Comput. Biol.

Publications

Carlos G. Correa, Thomas L. Griffiths, Nathaniel D. Daw
Program-Based Strategy Induction for Reinforcement Learning. CoRR (2024)
Ruiqi He, Carlos G. Correa, Tom Griffiths, Mark K. Ho
Structurally Guided Task Decomposition in Spatial Navigation Tasks (Student Abstract). AAAI (2024)
Ruiqi He, Carlos G. Correa, Thomas L. Griffiths, Mark K. Ho
Structurally guided task decomposition in spatial navigation tasks. CoRR (2023)
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)
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 (2023)
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)
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 (2022)
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 (2022)
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 (2021)
Carlos G. Correa, Mark K. Ho, Fred Callaway, Thomas L. Griffiths
Resource-rational Task Decomposition to Minimize Planning Costs. CoRR (2020)
Carlos G. Correa, Mark K. Ho, Frederick Callaway, Tom Griffiths
Resource-rational Task Decomposition to Minimize Planning Costs. CogSci (2020)
Carlos G. Correa, Frederick Callaway, Mark K. Ho, Tom Griffiths
Compositional subgoal representations. CogSci (2019)