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A Simple Approach for Non-stationary Linear Bandits
v1v2 (latest)

A Simple Approach for Non-stationary Linear Bandits

International Conference on Artificial Intelligence and Statistics (AISTATS), 2020
9 March 2021
Peng Zhao
Lijun Zhang
Yuan Jiang
Zhi Zhou
ArXiv (abs)PDFHTML

Papers citing "A Simple Approach for Non-stationary Linear Bandits"

8 / 58 papers shown
Efficient Learning in Non-Stationary Linear Markov Decision Processes
Efficient Learning in Non-Stationary Linear Markov Decision Processes
Ahmed Touati
Pascal Vincent
243
30
0
24 Oct 2020
Nonstationary Reinforcement Learning with Linear Function Approximation
Nonstationary Reinforcement Learning with Linear Function Approximation
Huozhi Zhou
Jinglin Chen
Lav Varshney
A. Jagmohan
324
31
0
08 Oct 2020
Model-Free Non-Stationary RL: Near-Optimal Regret and Applications in
  Multi-Agent RL and Inventory Control
Model-Free Non-Stationary RL: Near-Optimal Regret and Applications in Multi-Agent RL and Inventory Control
Weichao Mao
Jianchao Tan
Ruihao Zhu
D. Simchi-Levi
Tamer Bacsar
326
17
0
07 Oct 2020
Unifying Clustered and Non-stationary Bandits
Unifying Clustered and Non-stationary BanditsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020
Chuanhao Li
Qingyun Wu
Hongning Wang
163
13
0
05 Sep 2020
IntelligentPooling: Practical Thompson Sampling for mHealth
IntelligentPooling: Practical Thompson Sampling for mHealthMachine-mediated learning (ML), 2020
Sabina Tomkins
Peng Liao
P. Klasnja
Susan Murphy
237
37
0
31 Jul 2020
A Linear Bandit for Seasonal Environments
A Linear Bandit for Seasonal Environments
Giuseppe Di Benedetto
Vito Bellini
Giovanni Zappella
166
7
0
28 Apr 2020
Algorithms for Non-Stationary Generalized Linear Bandits
Algorithms for Non-Stationary Generalized Linear Bandits
Yoan Russac
Olivier Cappé
Aurélien Garivier
239
26
0
23 Mar 2020
Randomized Exploration for Non-Stationary Stochastic Linear Bandits
Randomized Exploration for Non-Stationary Stochastic Linear BanditsConference on Uncertainty in Artificial Intelligence (UAI), 2019
Baekjin Kim
Ambuj Tewari
314
20
0
11 Dec 2019
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