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Learning Representation and Control in Markov Decision Processes: New Frontiers - Foundations and Trends® in Machine Learning Sridhar Mahadaven
Learning Representation and Control in Markov Decision Processes: New Frontiers - Foundations and Trends® in Machine Learning
Sridhar Mahadaven
Describes methods for automatically compressing Markov decision processes (MDPs) by learning a low-dimensional linear approximation defined by an orthogonal set of basis functions. A unique feature of the text is the use of Laplacian operators, whose matrix representations have non-positive off-diagonal elements and zero row sums.
184 pages
| メディア | 書籍 Paperback Book (ソフトカバーで背表紙を接着した本) |
| リリース済み | 2009年6月2日 |
| ISBN13 | 9781601982384 |
| 出版社 | now publishers Inc |
| ページ数 | 184 |
| 寸法 | 157 × 233 × 10 mm · 267 g |
| 言語 | 英語 |
