Planning with Markov Decision Processes : An AI Perspective

by Andrey Kolobov , Mausam

Book Details

Format Paperback / Softback

Book Series Synthesis Lectures on Artificial Intelligence and Machine Learning

ISBN-10 3031004310

ISBN-13 9783031004315

Publisher Springer International Publishing AG

Imprint Springer International Publishing AG

Country of Manufacture GB

Country of Publication GB

Publication Date Jul 3rd, 2012

Print length 194 Pages

Product Classification: Mathematical modelling Artificial intelligence Machine learning

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Ksh 5,400.00

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Markov Decision Processes (MDPs) are widely popular in Artificial Intelligence for modeling sequential decision-making scenarios with probabilistic dynamics. Table of Contents: Introduction / MDPs / Fundamental Algorithms / Heuristic Search Algorithms / Symbolic Algorithms / Approximation Algorithms / Advanced Notes

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