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From Bandits to Monte-Carlo Tree Search: The Optimistic Principle Applied to Optimization and Planning - Foundations and Trends (R) in Machine Learning Remi Munos 1. izdevums
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From Bandits to Monte-Carlo Tree Search: The Optimistic Principle Applied to Optimization and Planning - Foundations and Trends (R) in Machine Learning
Remi Munos
Covers several aspects of the "optimism in the face of uncertainty" principle for large scale optimization problems under finite numerical budget. The book lays out the theoretical foundations of the field by characterizing the complexity of the optimization problems and designing efficient algorithms with performance guarantees.
146 pages
| Mediji | Grāmatas Paperback Book (Grāmata ar mīksto vāku un līmēto muguru) |
| Izlaists | 2014. gada 20. janvāris |
| ISBN13 | 9781601987662 |
| Izdevēji | now publishers Inc |
| Lapas | 146 |
| Izmēri | 232 × 157 × 8 mm · 213 g |
| Valoda | Angļu |
