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Planning with Markov Decision Processes: An AI Perspective - Synthesis Lectures on Artificial Intelligence and Machine Learning Mausam
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Planning with Markov Decision Processes: An AI Perspective - Synthesis Lectures on Artificial Intelligence and Machine Learning
Mausam
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 | Bøker Pocketbok (Bok med mykt omslag og limt rygg) |
| Utgitt | 3. juli 2012 |
| ISBN13 | 9783031004315 |
| Utgivere | Springer International Publishing AG |
| Antall sider | 194 |
| Mål | 190 × 235 × 17 mm · 406 g |
| Språk | Engelsk |
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