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MonteCarloTreeDescentforBlack-BoxOptimization

Neural Information Processing Systems

Black-Box Optimization (BBO), also referred to as Derivative-free or Zeroth-order Optimization, considers objectivefunctions that arenot knownanalytically and can only beevaluated atvarious inputs,potentiallyatahighcost.