Research on using Monte Carlo Tree Search algorithms for optimizing vector index construction and search strategies. Explores adaptive decision-making during graph building and query routing.
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Monte Carlo Tree Search for Vector Indexing
Research exploring the application of Monte Carlo Tree Search (MCTS) algorithms to vector index construction and search optimization, treating indexing as a sequential decision problem.
Index Construction as Game:
Search as Planning:
Better Indexes:
Adaptive Search:
Represents intersection of:
Research paper on arXiv
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