Planning with Markov Decision Processes: An AI Perspective - Synthesis Lectures on Artificial Intelligence and Machine Learning - Mausam Natarajan - Bøker - Springer International Publishing AG - 9783031004315 - 3. juli 2012
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Planning with Markov Decision Processes: An AI Perspective - Synthesis Lectures on Artificial Intelligence and Machine Learning

Mausam Natarajan

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Planning with Markov Decision Processes: An AI Perspective - Synthesis Lectures on Artificial Intelligence and Machine Learning

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.

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Utgitt 3. juli 2012
ISBN13 9783031004315
Utgivere Springer International Publishing AG
Antall sider 194
Mål 406 g
Språk Tysk  

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