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Some properties of batch value of information in the selection problem

IJCAI International Joint Conference on Artificial Intelligence (2017) 5065-5069
ISSN: 10450823
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Abstract

We examine theoretical properties of value of information (VOI) in the selection problem, and identify cases of submodularity and supermodularity. We use these properties to compute approximately optimal measurement batch policies, implemented on a "wine selection problem" example.

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APA

Shperberg, S. S., & Shimony, S. E. (2017). Some properties of batch value of information in the selection problem. In IJCAI International Joint Conference on Artificial Intelligence (pp. 5065–5069). International Joint Conferences on Artificial Intelligence.

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