A Computational Account of Everyday Abductive Inference

Abstract

In this paper, we review the main qualitative characteristics of everyday inference in human cognition and present a computational account that is consistent with them. This includes both a representational framework and associated processes that produce abductive explanations in a flexible, incremental, and efficient manner. We clarify our approach with examples and report some initial empirical results. In closing, we examine related work and suggest directions for future research.

Publication
In Proceedings of the 33rd Annual Conference of the Cognitive Science Society
Will Bridewell
Will Bridewell
Research Scientist in Artificial Intelligence

My research interests include the relationship between attention, cognition, and intentional action.