From Bandits to Monte-Carlo Tree Search: The Optimistic Principle Applied to Optimization and Planning - Foundations and Trends (R) in Machine Learning - Remi Munos - Livros - now publishers Inc - 9781601987662 - 20 de janeiro de 2014
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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 1th edição

Remi Munos

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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 1th edição

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

Mídia Livros     Paperback Book   (Livro de capa flexível e brochura)
Lançado 20 de janeiro de 2014
ISBN13 9781601987662
Editoras now publishers Inc
Páginas 146
Dimensões 232 × 157 × 8 mm   ·   213 g
Idioma English  

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