Compositional subgoal representations. - Carlos G. Correa; Frederick Callaway; Mark K. Ho; Tom Griffiths 001 (CogSci, 2019)

Resource-rational Task Decomposition to Minimize Planning Costs. - Carlos G. Correa; Mark K. Ho; Frederick Callaway; Tom Griffiths 001 (CogSci, 2020)

Control of mental representations in human planning. - Mark K. Ho; David Abel; Carlos G. Correa; Michael L. Littman; Jonathan D. Cohen 003; Thomas L. Griffiths 001 (CoRR, 2021)

Using natural language and program abstractions to instill human inductive biases in machines. - Sreejan Kumar; Carlos G. Correa; Ishita Dasgupta 001; Raja Marjieh; Michael Y. Hu; Robert D. Hawkins; Jonathan D. Cohen 003; Nathaniel D. Daw; Karthik Narasimhan; Tom Griffiths 001 (NeurIPS, 2022)

Structurally guided task decomposition in spatial navigation tasks. - Ruiqi He; Carlos G. Correa; Thomas L. Griffiths 001; Mark K. Ho (CoRR, 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 001 (CoRR, 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 001 (PLoS Comput. Biol., 2023)

Structurally Guided Task Decomposition in Spatial Navigation Tasks (Student Abstract). - Ruiqi He; Carlos G. Correa; Tom Griffiths 001; Mark K. Ho (AAAI, 2024)

Program-Based Strategy Induction for Reinforcement Learning. - Carlos G. Correa; Thomas L. Griffiths 001; Nathaniel D. Daw (CoRR, 2024)