Optimal Exploration-Exploitation in a Multi-Armed-Bandit Problem with Non-stationary Rewards

13 May 2014

Papers citing "Optimal Exploration-Exploitation in a Multi-Armed-Bandit Problem with Non-stationary Rewards"

20 / 20 papers shown

Title
Online Planning of Power Flows for Power Systems Against Bushfires Using Spatial Context Jianyu Xu Qiuzhuang Sun Yang Yang Huadong Mo Daoyi Dong 83 0 0 24 Feb 2025
Tracking Most Significant Shifts in Infinite-Armed Bandits Joe Suk Jung-hun Kim 60 0 0 31 Jan 2025
Variance-Dependent Regret Bounds for Non-stationary Linear Bandits Zhiyong Wang Jize Xie Yi Chen J. C. Lui Dongruo Zhou 28 0 0 15 Mar 2024
Continual Learning as Computationally Constrained Reinforcement Learning Saurabh Kumar Henrik Marklund Anand Srinivasa Rao Yifan Zhu Hong Jun Jeon Yueyang Liu Benjamin Van Roy CLL 27 22 0 10 Jul 2023
Competing Bandits in Time Varying Matching Markets Deepan Muthirayan C. Maheshwari Pramod P. Khargonekar S. Shankar Sastry 33 1 0 21 Oct 2022
Reactive Exploration to Cope with Non-Stationarity in Lifelong Reinforcement Learning C. Steinparz Thomas Schmied Fabian Paischer Marius-Constantin Dinu Vihang Patil Angela Bitto-Nemling Hamid Eghbalzadeh Sepp Hochreiter CLL 29 11 0 12 Jul 2022
Non-Stationary Bandit Learning via Predictive Sampling Yueyang Liu Kuang Xu Benjamin Van Roy 24 19 0 04 May 2022
Towards Futuristic Autonomous Experimentation--A Surprise-Reacting Sequential Experiment Policy Imtiaz Ahmed Satish Bukkapatnam Bhaskar Botcha Yucheng Ding 41 5 0 01 Dec 2021
On Slowly-varying Non-stationary Bandits Ramakrishnan Krishnamurthy Médéric Fourmy 24 8 0 25 Oct 2021
Finite-time Analysis of Globally Nonstationary Multi-Armed Bandits Junpei Komiyama Edouard Fouché Junya Honda 33 5 0 23 Jul 2021
Addressing the Long-term Impact of ML Decisions via Policy Regret David Lindner Hoda Heidari Andreas Krause OffRL 23 6 0 02 Jun 2021
A Simple Approach for Non-stationary Linear Bandits Peng Zhao Lijun Zhang Yuan Jiang Zhi-Hua Zhou 36 81 0 09 Mar 2021
Dynamic Pricing and Learning under the Bass Model Shipra Agrawal Steven Yin A. Zeevi 21 11 0 09 Mar 2021
Bayesian adversarial multi-node bandit for optimal smart grid protection against cyber attacks Jianyu Xu Bin Liu H. Mo D. Dong AAML 16 22 0 20 Feb 2021
Regression Oracles and Exploration Strategies for Short-Horizon Multi-Armed Bandits Robert C. Gray Jichen Zhu Santiago Ontañón 26 7 0 10 Feb 2021
A Change-Detection Based Thompson Sampling Framework for Non-Stationary Bandits Gourab Ghatak 23 17 0 06 Sep 2020
Weighted Linear Bandits for Non-Stationary Environments Yoan Russac Claire Vernade Olivier Cappé 82 101 0 19 Sep 2019
Hedging the Drift: Learning to Optimize under Non-Stationarity Wang Chi Cheung D. Simchi-Levi Ruihao Zhu 29 89 0 04 Mar 2019
Learning to Optimize under Non-Stationarity Wang Chi Cheung D. Simchi-Levi Ruihao Zhu 36 133 0 06 Oct 2018
On Abruptly-Changing and Slowly-Varying Multiarmed Bandit Problems Lai Wei Vaibhav Srivastava 24 37 0 23 Feb 2018