Variance-Dependent Regret Bounds for Non-stationary Linear Bandits

15 March 2024

Papers citing "Variance-Dependent Regret Bounds for Non-stationary Linear Bandits"

5 / 5 papers shown

Title
A Simple Approach for Non-stationary Linear Bandits Peng Zhao Lijun Zhang Yuan Jiang Zhi Zhou 50 83 0 09 Mar 2021
Nearly Minimax Optimal Reinforcement Learning for Linear Mixture Markov Decision Processes Dongruo Zhou Quanquan Gu Csaba Szepesvári 56 205 0 15 Dec 2020
Combinatorial Semi-Bandit in the Non-Stationary Environment Wei Chen Liwei Wang Haoyu Zhao Kai Zheng 54 18 0 10 Feb 2020
Randomized Exploration for Non-Stationary Stochastic Linear Bandits Baekjin Kim Ambuj Tewari 19 17 0 11 Dec 2019
Weighted Linear Bandits for Non-Stationary Environments Yoan Russac Claire Vernade Olivier Cappé 115 106 0 19 Sep 2019