v1v2v3v4 (latest)

Efficient Contextual Bandits in Non-stationary Worlds

5 August 2017

Papers citing "Efficient Contextual Bandits in Non-stationary Worlds"

25 / 75 papers shown

Title
Unifying Clustered and Non-stationary Bandits Chuanhao Li Qingyun Wu Hongning Wang 123 13 0 05 Sep 2020
Self-Tuning Bandits over Unknown Covariate-Shifts Joe Suk Samory Kpotufe 192 10 0 16 Jul 2020
Dynamic Regret of Policy Optimization in Non-stationary Environments Yingjie Fei Zhuoran Yang Zhaoran Wang Qiaomin Xie 135 57 0 30 Jun 2020
Lipschitzness Is All You Need To Tame Off-policy Generative Adversarial Imitation Learning Lionel Blondé Pablo Strasser Alexandros Kalousis 133 22 0 28 Jun 2020
Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism Wang Chi Cheung D. Simchi-Levi Ruihao Zhu OffRL 146 99 0 24 Jun 2020
Non-Stationary Off-Policy Optimization Joey Hong Branislav Kveton Manzil Zaheer Yinlam Chow Amr Ahmed OffRL 64 0 0 15 Jun 2020
A Linear Bandit for Seasonal Environments Giuseppe Di Benedetto Vito Bellini Giovanni Zappella 58 7 0 28 Apr 2020
Multiscale Non-stationary Stochastic Bandits Qin Ding Cho-Jui Hsieh James Sharpnack 51 0 0 13 Feb 2020
Combinatorial Semi-Bandit in the Non-Stationary Environment Wei Chen Liwei Wang Haoyu Zhao Kai Zheng 142 23 0 10 Feb 2020
Reinforcement Learning in Factored MDPs: Oracle-Efficient Algorithms and Tighter Regret Bounds for the Non-Episodic Setting Ziping Xu Ambuj Tewari 87 11 0 06 Feb 2020
Randomized Exploration for Non-Stationary Stochastic Linear Bandits Baekjin Kim Ambuj Tewari 204 19 0 11 Dec 2019
Online Second Price Auction with Semi-bandit Feedback Under the Non-Stationary Setting Haoyu Zhao Wei Chen 74 13 0 14 Nov 2019
Weighted Linear Bandits for Non-Stationary Environments Yoan Russac Claire Vernade Olivier Cappé 206 108 0 19 Sep 2019
Bandit Convex Optimization in Non-stationary Environments Peng Zhao G. Wang Lijun Zhang Zhi Zhou 138 49 0 29 Jul 2019
Non-Stationary Reinforcement Learning: The Blessing of (More) Optimism Wang Chi Cheung D. Simchi-Levi Ruihao Zhu OffRL 121 7 0 07 Jun 2019
Model selection for contextual bandits Dylan J. Foster A. Krishnamurthy Haipeng Luo OffRL 316 91 0 03 Jun 2019
Equipping Experts/Bandits with Long-term Memory Kai Zheng Haipeng Luo Ilias Diakonikolas Liwei Wang OffRL 87 15 0 30 May 2019
Introduction to Multi-Armed Bandits Aleksandrs Slivkins 931 1,077 0 15 Apr 2019
Nearly Minimax-Optimal Regret for Linearly Parameterized Bandits Yingkai Li Yining Wang Yuanshuo Zhou 258 62 0 30 Mar 2019
Hedging the Drift: Learning to Optimize under Non-Stationarity Wang Chi Cheung D. Simchi-Levi Ruihao Zhu 205 97 0 04 Mar 2019
A New Algorithm for Non-stationary Contextual Bandits: Efficient, Optimal, and Parameter-free Yifang Chen Chung-Wei Lee Haipeng Luo Chen-Yu Wei 230 139 0 03 Feb 2019
Learning to Optimize under Non-Stationarity Wang Chi Cheung D. Simchi-Levi Ruihao Zhu 142 143 0 06 Oct 2018
Learning Contextual Bandits in a Non-stationary Environment Qingyun Wu Naveen Iyer Hongning Wang 96 90 0 23 May 2018
Random Feature-based Online Multi-kernel Learning in Environments with Unknown Dynamics Yanning Shen Tianyi Chen G. Giannakis 119 70 0 28 Dec 2017
Optimal Exploration-Exploitation in a Multi-Armed-Bandit Problem with Non-stationary Rewards Omar Besbes Y. Gur A. Zeevi 120 129 0 13 May 2014