6 citations · 8 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 2 cited
Representation Edit Distance as a Measure of Novelty
Joshua Alspector
Adaptation to novelty is viewed as learning to change and augment existing skills to confront unfamiliar situations. In this paper, we propose that the amount of editing of an effe…
cs.AI2020★ 6 cited
A Unifying Framework for Formal Theories of Novelty:Framework, Examples and Discussion
T. E. Boult, P. A. Grabowicz, D. S. Prijatelj +11
Managing inputs that are novel, unknown, or out-of-distribution is critical as an agent moves from the lab to the open world. Novelty-related problems include being tolerant to nov…