| 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 | 74 | 2022 |
| 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 | 37 | 2018 |
| 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 | 25 | 2022 |
| 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 | 20 | 2023 |
| Resource-rational Task Decomposition to Minimize Planning Costs CG Correa, MK Ho, F Callaway, TL Griffiths arXiv preprint arXiv:2007.13862, 2020 | 19 | 2020 |
| 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 | 11 | 2021 |
| 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 | 6 | 2021 |
| 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 | 5 | 2021 |
| 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 |
| Program-Based Strategy Induction for Reinforcement Learning CG Correa, TL Griffiths, ND Daw arXiv preprint arXiv:2402.16668, 2024 | | 2024 |
| 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 | | 2023 |
| Compositional subgoal representations. C Correa, F Callaway, MK Ho, T Griffiths CogSci, 3255, 2019 | | 2019 |
Thomas L. GriffithsProfessor of Psychology and Computer Science, Princeton UniversityVerified email at princeton.edu
