Planning with Markov Decision Processes: An AI Perspective - Synthesis Lectures on Artificial Intelligence and Machine Learning - Mausam - Books - Springer International Publishing AG - 9783031004315 - July 3, 2012
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Mausam
Planning with Markov Decision Processes: An AI Perspective - Synthesis Lectures on Artificial Intelligence and Machine Learning

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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

194 pages, XVI, 194 p.

Media Books     Paperback Book   (Book with soft cover and glued back)
Released July 3, 2012
ISBN13 9783031004315
Publishers Springer International Publishing AG
Pages 194
Dimensions 190 × 235 × 17 mm   ·   406 g
Language English  

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