A Review of Recent Research in Metareasoning and Metalearning

Michael L. Anderson, Tim Oates

Abstract


Recent years have seen a resurgence of interest in the use of metacognition in intelligent systems. This article is part of a small section meant to give interested researchers an overview and sampling of the kinds of work currently being pursued in this broad area. The current article offers a review of recent research in two main topic areas: the monitoring and control of reasoning (metareasoning) and the monitoring and control of learning (metalearning).

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DOI: http://dx.doi.org/10.1609/aimag.v28i1.2025

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