Abstract
The one-step anticipatory algorithms (1s-AA) is an online algorithm making decisions under uncertainty by ignoring the non-anticipativity constraints in the future. It was shown to make near-optimal decisions on a variety of online stochastic combinatorial problems in dynamic fleet management and reservation systems.
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