A Simple Approach for Non-stationary Linear Bandits

9 March 2021

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

20 / 20 papers shown

Title
Causally Abstracted Multi-armed Bandits Fabio Massimo Zennaro Nicholas Bishop Joel Dyer Yorgos Felekis Anisoara Calinescu Michael Wooldridge Theodoros Damoulas 35 2 0 26 Apr 2024
Adaptive Memory Replay for Continual Learning James Seale Smith Lazar Valkov Shaunak Halbe V. Gutta Rogerio Feris Z. Kira Leonid Karlinsky 41 6 0 18 Apr 2024
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
BOF-UCB: A Bayesian-Optimistic Frequentist Algorithm for Non-Stationary Contextual Bandits Nicklas Werge Abdullah Akgul M. Kandemir 38 0 0 07 Jul 2023
Revisiting Weighted Strategy for Non-stationary Parametric Bandits Jing Wang Peng Zhao Zhihong Zhou 30 5 0 05 Mar 2023
MNL-Bandit in non-stationary environments Ayoub Foussoul Vineet Goyal Varun Gupta 31 2 0 04 Mar 2023
Linear Bandits with Memory: from Rotting to Rising Giulia Clerici Pierre Laforgue Nicolò Cesa-Bianchi 17 3 0 16 Feb 2023
Rectified Pessimistic-Optimistic Learning for Stochastic Continuum-armed Bandit with Constraints Heng Guo Qi Zhu Xin Liu 15 11 0 27 Nov 2022
Competing Bandits in Time Varying Matching Markets Deepan Muthirayan C. Maheshwari Pramod P. Khargonekar S. Shankar Sastry 25 1 0 21 Oct 2022
Dynamic Regret of Online Markov Decision Processes Peng Zhao Longfei Li Zhi-Hua Zhou OffRL 24 17 0 26 Aug 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 24 11 0 12 Jul 2022
Recent Advances in Bayesian Optimization Xilu Wang Yaochu Jin Sebastian Schmitt Markus Olhofer 38 199 0 07 Jun 2022
Open-environment Machine Learning Zhi-Hua Zhou VLM 32 133 0 01 Jun 2022
Non-Stationary Bandit Learning via Predictive Sampling Yueyang Liu Kuang Xu Benjamin Van Roy 16 19 0 04 May 2022
Rotting Infinitely Many-armed Bandits Jung-hun Kim Milan Vojnović Se-Young Yun 18 4 0 31 Jan 2022
When and Whom to Collaborate with in a Changing Environment: A Collaborative Dynamic Bandit Solution Chuanhao Li Qingyun Wu Hongning Wang 33 5 0 14 Apr 2021
Non-stationary Online Learning with Memory and Non-stochastic Control Peng Zhao Yu-Hu Yan Yu-Xiang Wang Zhi-Hua Zhou 33 47 0 07 Feb 2021
IntelligentPooling: Practical Thompson Sampling for mHealth Sabina Tomkins Peng Liao P. Klasnja S. Murphy 34 30 0 31 Jul 2020
Algorithms for Non-Stationary Generalized Linear Bandits Yoan Russac Olivier Cappé Aurélien Garivier 37 23 0 23 Mar 2020
Weighted Linear Bandits for Non-Stationary Environments Yoan Russac Claire Vernade Olivier Cappé 82 101 0 19 Sep 2019