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Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems - Foundations and Trends (R) in Machine Learning
Sebastien Bubeck
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Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems - Foundations and Trends (R) in Machine Learning
Sebastien Bubeck
Mathematically, a multi-armed bandit is defined by the payoff process associated with each option. In this book, the focus is on two extreme cases in which the analysis of regret is particularly simple and elegant: independent and identically distributed payoffs and adversarial payoffs.
138 pages
| Medie | Bøger Paperback Bog (Bog med blødt omslag og limet ryg) |
| Udgivet | 12. december 2012 |
| ISBN13 | 9781601986269 |
| Forlag | now publishers Inc |
| Antal sider | 138 |
| Mål | 234 × 159 × 8 mm · 204 g |
| Sprog | Engelsk |
