2 code implementations • 30 Nov 2023 • Carlos G. Correa, Sophia Sanborn, Mark K. Ho, Frederick Callaway, Nathaniel D. Daw, Thomas L. Griffiths
We find that humans are sensitive to both metrics, but that both accounts fail to predict a qualitative feature of human-created programs, namely that people prefer programs with reuse over and above the predictions of MDL.
no code implementations • 7 Nov 2022 • Carlos G. Correa, Mark K. Ho, Frederick Callaway, Nathaniel D. Daw, Thomas L. Griffiths
Human behavior emerges from planning over elaborate decompositions of tasks into goals, subgoals, and low-level actions.
no code implementations • 18 Nov 2017 • Frederick Callaway, Sayan Gul, Paul M. Krueger, Thomas L. Griffiths, Falk Lieder
The efficient use of limited computational resources is an essential ingredient of intelligence.