From Bandits to Monte-Carlo Tree Search: The Optimistic Principle Applied to Optimization and Planning - Foundations and Trends (R) in Machine Learning - Remi Munos - Books - now publishers Inc - 9781601987662 - January 20, 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 1st edition

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 1st edition

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

Media Books     Paperback Book   (Book with soft cover and glued back)
Released January 20, 2014
ISBN13 9781601987662
Publishers now publishers Inc
Pages 146
Dimensions 232 × 157 × 8 mm   ·   213 g
Language English  

See all of Remi Munos ( e.g. Paperback Book )