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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Chun-Fang Yang

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Jul 2026

Tree-IS: Efficient Index Selection and Optimization Model for Dynamic Workloads.

A network-optimized Monte Carlo tree search (NMCTS)-based index selection model, called tree-based index selection (Tree-IS), is proposed by using the sampling-based reinforcement learning algorithm Monte Carlo tree search (MCTS), achieving the rapid identification of optimal index sets and a significant improvement in...

Shaojie Qiao, Lei Yang, Rongmin Tang et al. · 0 citations

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