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Jun, 2019
用于转导线性赌博机的连续实验设计
Sequential Experimental Design for Transductive Linear Bandits
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Tanner Fiez, Lalit Jain, Kevin Jamieson, Lillian Ratliff
TL;DR
本文介绍了传导式线性赌博机问题,提供了该问题的上下界和算法,并给出其评估结果,特别地,提供了第一个实现信息论下界的非相似线性赌博机算法。
Abstract
In this paper we introduce the
transductive linear bandit problem
: given a set of
measurement vectors
$\mathcal{X}\subset \mathbb{R}^d$, a set of items $\mathcal{Z}\subset \mathbb{R}^d$, a fixed confidence $\delt
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