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Gittins index / Probability theory / Multi-armed bandit / Risk-neutral measure / Mechanism design / Statistics / Decision theory / Design of experiments


Incentivizing Exploration PETER FRAZIER, Cornell University, Ithaca NY DAVID KEMPE, University of Southern California, Los Angeles CA JON KLEINBERG, Cornell University, Ithaca NY ROBERT KLEINBERG, Cornell University, Ith
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Document Date: 2014-05-07 00:31:23


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Company

Amazon / MAIN RESULT AND PROOF / /

Country

United States / /

Currency

USD / /

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Facility

Cornell University / Galaxy Zoo / University of Southern California / /

IndustryTerm

simpler index-based algorithm / mixed-sign objective accounting / given algorithm / on-line social systems / online retailers / optimum algorithm / computing / to recommendation systems / /

Organization

National Institute of Health / National Science Foundation / University of Southern California / Cornell University / Stanford / /

Person

DAVID KEMPE / JON KLEINBERG / ROBERT KLEINBERG / /

Position

random reward rt / rt / it / rewards rt / designer / rt / model for the tradeoff between exploration and exploitation / Rt / it ] / /

ProvinceOrState

Southern California / /

Region

Southern California / /

Technology

given algorithm / much simpler index-based algorithm / time-expanded algorithm / optimum algorithm / /

URL

http /

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