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Warren Scott, Peter Frazier, Warren B. Powell. The Correlated Knowledge Gradient for Simulation Optimization of Continuous Parameters using Gaussian Process Regression. SIAM Journal on Optimization, 21(3):996-1026, 2011. [doi]
Abstract is missing.