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The K-armed Dueling Bandits Problem - Department of Computer
The K-armed Dueling Bandits Problem. Yisong Yue. Dept. of Computer Science. Cornell University. Ithaca, NY 14853 [email protected] Josef Broder.
yue_etal_09a.pdf

The K-armed dueling bandits problem - Yisong Yue
Jan 21, 2012 ... The K-armed dueling bandits problem. Yisong Yue a,∗. , Josef Broder b, Robert Kleinberg c, Thorsten Joachims c a H. John Heinz III College, ...
jcss2012_dueling_bandit.pdf

Relative Upper Confidence Bound for the K-Armed Dueling Bandit
... Upper Confidence Bound (RUCB), for the. K-armed dueling bandit problem ( Yue et al., 2012), a vari- ation on the K-armed bandit problem in which the feed-.
zoghi14.pdf

Relative Upper Confidence Bound for the K-Armed Dueling Bandit
Dec 17, 2013 ... the K-armed dueling bandit problem (Yue et al., 2012), a variation on the K- armed bandit problem, where the feedback comes in the form of ...
1312.3393

Relative Upper Confidence Bound for the K-Armed Dueling Bandit
... Upper Confidence Bound (RUCB), for the. K-armed dueling bandit problem ( Yue et al., 2012), a vari- ation on the K-armed bandit problem in which the feed-.
zoghiicml14.pdf

Copeland Dueling Bandits - Department of Computer Science
scalar reward for a single selected arm, as in the K-armed bandit problem. Most existing algorithms for the dueling bandit problem require the existence of a ...
zoghinips15.pdf

Beat the Mean Bandit - Semantic Scholar
This motivates the K-armed. Dueling Bandits Problem (Yue et al., 2009), which for- malizes the problem of online learning with preference feedback instead of ...
51f907ac2785d99f604888cf8c4e2401849d.pdf

The K-armed dueling bandits problem - ScienceDirect
Jan 20, 2012 ... We study a partial-information online-learning problem where actions are restricted to noisy comparisons between pairs of strategies (also ...
1-s2.0-S0022000012000281-main.pdf?_tid=489515ec-e28f-11e3-84c1-00000aab0f6c&acdnat=1400859257_d23d0d69d42b73316a3a93b917544b03

Copeland Dueling Bandits - Homepages of UvA/FNWI staff
scalar reward for a single selected arm, as in the K-armed bandit problem. .... The K-armed dueling bandit problem is a variation in which, instead of pulling a ...
zoghi-copeland-2015.pdf

Dueling Bandits as a Partial Monitoring Game - European
utility-based dueling bandit problem as an instance of partial monitoring problem and ... The K-armed dueling bandit problem (Yue and Joachims, 2009) is.
ewrl12_2015_submission_11.pdf

Reducing Dueling Bandits to Cardinal Bandits
May 14, 2014 ... We present algorithms for reducing the Dueling Bandits problem to the ... ( cardinal) stochastic Multi-Armed Bandit (MAB) problem1, which has ...
dueling_bandits.pdf

A Survey of Preference-based Online Learning with Bandit Algorithms
The multi-armed bandit problem, or bandit problem for short, is one of the simplest ... studied under the notion of “dueling bandits” in several papers [45, 44] .
BuHu14.pdf

A Relative Exponential Weighing Algorithm for - HAL-Inria
Jan 14, 2016 ... The K-armed dueling bandit problem is a variation of the classical Multi-Armed ... the adversarial utility-based dueling bandit problem. Sec-.
document

Double Thompson Sampling for Dueling Bandits
Apr 25, 2016 ... The dueling bandit problem [3] is a variation of the classical multi-armed bandit ( MAB) problem, where the feedback comes in the format of ...
21116864c3c93e05caa6f854ee0a3c14499a.pdf

Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit
7.3 Dueling Bandits ... Multi-armed bandit problems are the most basic examples of sequential ... Mathematically, a multi-armed bandit is defined by the payoff.
SurveyBCB12.pdf

Clinical Online Recommendation with Subgroup Rank Feedback
Oct 10, 2014 ... exploration and multi-armed bandit problem exploitation among a ... The classical dueling bandit problem receives feedback in the form of a ...
p289-sui.pdf

Multi-Dueling Bandits and Their Application to Online Ranker
Aug 22, 2016 ... Multi-Dueling Bandit algorithm that provides an intelligent selection of ... The K- armed dueling bandit problem was introduced by. Yue et al.
57d10a2608ae601b39a068bd.pdf?origin=publication_list

Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit
Multi-armed bandit problems are the most basic examples of sequential ... 7.3 Dueling Bandits ..... coining the term nonstochastic multi-armed bandit problem.
MAL-024

WEBED'16: Trust-aware Peer Assessment using Multi-armed Bandit
Apr 11, 2016 ... and sequential manner by formulating the task as a Dueling Bandit problem ... The “multi-armed bandits" problem refers to the problem a gam-.
p899.pdf

Decoy Bandits Dueling on a Poset - Hal
Jun 8, 2016 ... We adress the problem of dueling bandits defined on partially ordered .... The K- armed dueling bandit problem [Yue et al., 2012] assumes the.
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