From Bandits to Monte-Carlo Tree Search: The Optimistic Principle Applied to Optimization and Planning - Foundations and Trends (R) in Machine Learning - Remi Munos - Bøger - now publishers Inc - 9781601987662 - 20. januar 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 1. udgave

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 1. udgave

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

Medie Bøger     Paperback Bog   (Bog med blødt omslag og limet ryg)
Udgivet 20. januar 2014
ISBN13 9781601987662
Forlag now publishers Inc
Antal sider 146
Mål 232 × 157 × 8 mm   ·   213 g
Sprog Engelsk