98 citations · 123 across the 10 of their papers we have counts for
3 papers · 1 filter
Hypothesis Generation and Inductive Inference in Children and Language Models
Jeffrey Qin, Wasu Top Piriyakulkij, Zhuangfei Gao +4
Real world decision-making requires constructing mental models under uncertainty over evidence, over the underlying causal rules, and over the state of the world itself. Which comp…
Prospective Compression in Human Abstraction Learning
Leonardo Hernandez Cano, Ivan Zareski, Luisa El Amouri +6
A core challenge in program synthesis is online library learning: the incremental acquisition of reusable abstractions under uncertainty about future task demands. Existing algorit…
Online library learning in human visual puzzle solving
Pinzhe Zhao, Emanuele Sansone, Marta Kryven +1
When learning a novel complex task, people often form efficient reusable abstractions that simplify future work, despite uncertainty about the future. We study this process in a vi…