Carlos G. Correa

According to our database, Carlos G. Correa authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Structured Representations Underlying Efficient Decision-Making.

Carlos G. Correa

PhD thesis, 2024

Program-Based Strategy Induction for Reinforcement Learning.

Carlos G. Correa, Tom Griffiths, Nathaniel D. Daw

Proceedings of the 46th Annual Meeting of the Cognitive Science Society, 2024

Structurally Guided Task Decomposition in Spatial Navigation Tasks (Student Abstract).

Ruiqi He, Carlos G. Correa, Tom Griffiths, Mark K. Ho

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Humans decompose tasks by trading off utility and computational cost.

Carlos G. Correa, Mark K. Ho, Frederick Callaway, Nathaniel D. Daw, Thomas L. Griffiths

PLoS Comput. Biol., 2023

Exploring the hierarchical structure of human plans via program generation.

Carlos G. Correa, Sophia Sanborn, Mark K. Ho, Frederick Callaway, Nathaniel D. Daw, Thomas L. Griffiths

CoRR, 2023

Structurally guided task decomposition in spatial navigation tasks.

Ruiqi He, Carlos G. Correa, Thomas L. Griffiths, Mark K. Ho

CoRR, 2023

2022

Using natural language and program abstractions to instill human inductive biases in machines.

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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Control of mental representations in human planning.

Mark K. Ho, David Abel, Carlos G. Correa, Michael L. Littman, Jonathan D. Cohen, Thomas L. Griffiths

CoRR, 2021

2020

Resource-rational Task Decomposition to Minimize Planning Costs.

Carlos G. Correa, Mark K. Ho, Frederick Callaway, Tom Griffiths

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

2019

Compositional subgoal representations.

Carlos G. Correa, Frederick Callaway, Mark K. Ho, Tom Griffiths

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019