Seminar · Cognition
Context and Comparison During Open-Ended Induction
Robert Goldstone · Indiana University, Bloomington
Thu, Jan 21, 2021 · 16:00 UTC
A key component of humans' striking creativity in solving problems is our ability to construct novel descriptions to help us characterize novel categories. Bongard problems, which challenge the problem solver to come up with a rule for distinguishing visual scenes that fall into two categories, provide an elegant test of this ability. Bongard problems are challenging for both human and machine category learners because only a handful of example scenes are presented for each category, and they often require the open-ended creation of new descriptions. A new sub-type of Bongard problem called