QSBAI applies quantum walks to best-arm identification on general graphs, deriving maximal success probability and optimal time steps for complete and bipartite cases.
Slivkins, Introduction to multi-armed bandits, Foun- dations and Trends®in Machine Learning12, 1 (2019)
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Quantum spatial best-arm identification via quantum walks
QSBAI applies quantum walks to best-arm identification on general graphs, deriving maximal success probability and optimal time steps for complete and bipartite cases.