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Dynamic Programming for Predict+Optimise

Published in Proceedings of the AAAI Conference on Artificial Intelligence • Apr 3, 2020
NobleIDNI4P50W81R69S81
Authors:
Emir Demirovi
,
Peter J. Stuckey
,
Tias Guns

Abstract

We study the predict+optimise problem, where machine learning and combinatorial optimisation must interact to achieve a common goal. These problems are important when optimisation needs to be performed on input parameters that are not fully observed but must instead be estimated using machine learni...

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