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Adaptive Algorithm for Multi-Armed Bandit Problem with High-Dimensional Covariates
Journal of the American Statistical Association ( IF 3.0 ) Pub Date : 2023-01-11 , DOI: 10.1080/01621459.2022.2152343 Wei Qian, Ching-Kang Ing, Ji Liu
Journal of the American Statistical Association ( IF 3.0 ) Pub Date : 2023-01-11 , DOI: 10.1080/01621459.2022.2152343 Wei Qian, Ching-Kang Ing, Ji Liu
This article studies an important sequential decision making problem known as the multi-armed stochastic bandit problem with covariates. Under a linear bandit framework with high-dimensional covari...
中文翻译:
高维协变量多臂老虎机问题的自适应算法
本文研究了一个重要的顺序决策问题,称为带有协变量的多臂随机老虎机问题。在具有高维协变的线性老虎机框架下...
更新日期:2023-01-11
中文翻译:
高维协变量多臂老虎机问题的自适应算法
本文研究了一个重要的顺序决策问题,称为带有协变量的多臂随机老虎机问题。在具有高维协变的线性老虎机框架下...