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What is Tree - Structed Bandit about?

The document discusses the application of the optimistic principle in optimization and planning, particularly through the lens of Monte-Carlo Tree Search and multi-armed bandits. It aims to establish theoretical foundations for optimization problems and presents hierarchical optimistic algorithms for various search spaces. The work highlights the importance of local smoothness in function optimization and explores adaptive techniques when such information is unknown.

Author

tungtrandinh080

Language

EN