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Learning Representation and Control in Markov Decision Processes: New Frontiers - Foundations and Trends® in Machine Learning Sridhar Mahadaven
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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
| Media | Books Paperback Book (Book with soft cover and glued back) |
| Released | June 2, 2009 |
| ISBN13 | 9781601982384 |
| Publishers | now publishers Inc |
| Pages | 184 |
| Dimensions | 157 × 233 × 10 mm · 267 g |
| Language | English |
