Multi-Objective Decision Making

by Diederik M. Roijers , Shimon Whiteson

Book Details

Format Paperback / Softback

Book Series Synthesis Lectures on Artificial Intelligence and Machine Learning

ISBN-10 3031004485

ISBN-13 9783031004483

Publisher Springer International Publishing AG

Imprint Springer International Publishing AG

Country of Manufacture GB

Country of Publication GB

Publication Date Apr 20th, 2017

Print length 111 Pages

Product Classification: Mathematical modelling Artificial intelligence Machine learning

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We show how different assumptions about user utility and what types of policies are allowed lead to different solution concepts, which we outline in a taxonomy of multi-objective decision problems.Second, we show how to create new methods for multi-objective decision making using existing single-objective methods as a basis.

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