Combinatorial Semi-Bandit in the Non-Stationary Environment

10 February 2020

Papers citing "Combinatorial Semi-Bandit in the Non-Stationary Environment"

20 / 20 papers shown

Title
Online Second Price Auction with Semi-bandit Feedback Under the Non-Stationary Setting Haoyu Zhao Wei Chen 34 13 0 14 Nov 2019
Weighted Linear Bandits for Non-Stationary Environments Yoan Russac Claire Vernade Olivier Cappé 109 106 0 19 Sep 2019
Nearly Optimal Algorithms for Piecewise-Stationary Cascading Bandits Lingda Wang Huozhi Zhou Bingcong Li Lav Varshney Zhizhen Zhao 35 6 0 12 Sep 2019
A Near-Optimal Change-Detection Based Algorithm for Piecewise-Stationary Combinatorial Semi-Bandits Huozhi Zhou Lingda Wang Lav Varshney Ee-Peng Lim 42 19 0 27 Aug 2019
A New Algorithm for Non-stationary Contextual Bandits: Efficient, Optimal, and Parameter-free Yifang Chen Chung-Wei Lee Haipeng Luo Chen-Yu Wei 64 132 0 03 Feb 2019
Beating Stochastic and Adversarial Semi-bandits Optimally and Simultaneously Julian Zimmert Haipeng Luo Chen-Yu Wei 57 81 0 25 Jan 2019
Learning to Optimize under Non-Stationarity Wang Chi Cheung D. Simchi-Levi Ruihao Zhu 55 135 0 06 Oct 2018
Tracking the Best Expert in Non-stationary Stochastic Environments Chen-Yu Wei Yi-Te Hong Chi-Jen Lu 18 59 0 02 Dec 2017
A Change-Detection based Framework for Piecewise-stationary Multi-Armed Bandit Problem Fang Liu Joohyung Lee Ness B. Shroff 40 115 0 08 Nov 2017
Efficient Contextual Bandits in Non-stationary Worlds Haipeng Luo Chen-Yu Wei Alekh Agarwal John Langford 52 130 0 05 Aug 2017
Improving Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms and Its Applications Qinshi Wang Wei Chen 39 87 0 05 Mar 2017
Combinatorial Multi-Armed Bandit with General Reward Functions Wei Chen Wei Hu Fu Li Jiacheng Li Yu Liu Pinyan Lu 42 131 0 20 Oct 2016
Combinatorial Cascading Bandits Branislav Kveton Zheng Wen Azin Ashkan Csaba Szepesvári 43 111 0 15 Jul 2015
Cascading Bandits: Learning to Rank in the Cascade Model Branislav Kveton Csaba Szepesvári Zheng Wen Azin Ashkan 104 284 0 10 Feb 2015
Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Arms Wei Chen Yajun Wang Yang Yuan Qinshi Wang 65 282 0 31 Jul 2014
Matroid Bandits: Fast Combinatorial Optimization with Learning Branislav Kveton Zheng Wen Azin Ashkan Hoda Eydgahi Brian Eriksson 62 119 0 20 Mar 2014
Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits Alekh Agarwal Daniel J. Hsu Satyen Kale John Langford Lihong Li Robert Schapire OffRL 174 504 0 04 Feb 2014
Non-stationary Stochastic Optimization Omar Besbes Y. Gur A. Zeevi 109 430 0 20 Jul 2013
Combinatorial Network Optimization with Unknown Variables: Multi-Armed Bandits with Linear Rewards Yi Gai Bhaskar Krishnamachari Rahul Jain 105 261 0 22 Nov 2010
The on-line shortest path problem under partial monitoring Pál Benkö T. Várady L. Andor Ralph Robert Martin 299 354 0 08 Apr 2007