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H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA 30332
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Achieving a staggering 2800x reduction in decision latency while simultaneously lowering fulfillment costs by over 10% could revolutionize real-time order fulfillment systems.
Stochastic multi-objective bandits aren't as hard as we thought: Pareto regret is governed by the maximum sub-optimality gap, not the dimensionality of the reward vector.