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Integral Equations and Machine Learning

Published in arXiv (Cornell University) • Dec 17, 2017
NobleIDNI1P96W81R57S60
Authors:
Alexander Keller
,
Ken Dahm

Abstract

As both light transport simulation and reinforcement learning are ruled by the same Fredholm integral equation of the second kind, reinforcement learning techniques may be used for photorealistic image synthesis: Efficiency may be dramatically improved by guiding light transport paths by an approxim...

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