학술논문

Analogues of mental simulation and imagination in deep learning
Document Type
Article
Source
Current Opinion in Behavioral Sciences; October 2019, Vol. 29 Issue: 1 p8-16, 9p
Subject
Language
ISSN
23521546
Abstract
•There are many methods in deep learning for learning predictive models of the world.•Such models can be leveraged to produce behavior via a number of planning algorithms.•Deep learning can be used as a tool for scalable models of human mental simulation.•Four views of human mental simulation: fast, incomplete, general, and/or creative.•Model-based deep learning mostly focuses on fast and precise, but inflexible, models.