Non-Stationary Bandit Learning via Predictive Sampling

4 May 2022

Papers citing "Non-Stationary Bandit Learning via Predictive Sampling"

16 / 16 papers shown

Title
Natural Policy Gradient for Average Reward Non-Stationary RL Neharika Jali Eshika Pathak Pranay Sharma Guannan Qu Gauri Joshi 32 0 0 23 Apr 2025
Practical Bayesian Algorithm Execution via Posterior Sampling Chu Xin Cheng Raul Astudillo Thomas A. Desautels Yisong Yue 38 0 0 27 Oct 2024
On Bits and Bandits: Quantifying the Regret-Information Trade-off Itai Shufaro Nadav Merlis Nir Weinberger Shie Mannor 38 0 0 26 May 2024
Non-Stationary Latent Auto-Regressive Bandits Anna L. Trella Walter Dempsey Asim H. Gazi Ziping Xu Finale Doshi-Velez Susan A. Murphy 26 1 0 05 Feb 2024
A Stability Principle for Learning under Non-Stationarity Chengpiao Huang Kaizheng Wang 39 2 0 27 Oct 2023
Non-Stationary Contextual Bandit Learning via Neural Predictive Ensemble Sampling Zheqing Zhu Yueyang Liu Xu Kuang Benjamin Van Roy AI4TS 29 0 0 11 Oct 2023
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
Revisiting Weighted Strategy for Non-stationary Parametric Bandits Jing Wang Peng Zhao Zhihong Zhou 30 5 0 05 Mar 2023
A Definition of Non-Stationary Bandits Yueyang Liu Kuang Xu Benjamin Van Roy 22 11 0 23 Feb 2023
An Information-Theoretic Analysis of Nonstationary Bandit Learning Seungki Min Daniel Russo 26 6 0 09 Feb 2023
Non-Stationary Bandits with Auto-Regressive Temporal Dependency Qinyi Chen Negin Golrezaei Djallel Bouneffouf AI4TS 33 11 0 28 Oct 2022
Contextual Information-Directed Sampling Botao Hao Tor Lattimore Chao Qin 39 13 0 22 May 2022
Fast Change Identification in Multi-Play Bandits and its Applications in Wireless Networks Gourab Ghatak 29 1 0 20 May 2022
Algorithms for Non-Stationary Generalized Linear Bandits Yoan Russac Olivier Cappé Aurélien Garivier 40 23 0 23 Mar 2020
Weighted Linear Bandits for Non-Stationary Environments Yoan Russac Claire Vernade Olivier Cappé 82 101 0 19 Sep 2019
Time-Varying Gaussian Process Bandit Optimization Ilija Bogunovic Jonathan Scarlett V. Cevher 66 95 0 25 Jan 2016