Policy Choice and Best Arm Identification: Asymptotic Analysis of
Exploration Sampling

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Policy Choice and Best Arm Identification: Asymptotic Analysis of Exploration Sampling

16 September 2021

Junpei Komiyama

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Papers citing "Policy Choice and Best Arm Identification: Asymptotic Analysis of Exploration Sampling"

6 / 6 papers shown

Title
Adaptive Experimental Design for Policy Learning Masahiro Kato Kyohei Okumura Takuya Ishihara Toru Kitagawa OffRL 88 0 0 08 Jan 2024
Locally Optimal Fixed-Budget Best Arm Identification in Two-Armed Gaussian Bandits with Unknown Variances Masahiro Kato 67 3 0 20 Dec 2023
Open Problem: Optimal Best Arm Identification with Fixed Budget Chao Qin 83 19 0 02 Mar 2023
Non-Asymptotic Analysis of a UCB-based Top Two Algorithm Marc Jourdan Rémy Degenne 120 9 0 11 Oct 2022
Best Arm Identification with Contextual Information under a Small Gap Masahiro Kato Masaaki Imaizumi Takuya Ishihara T. Kitagawa 71 2 0 15 Sep 2022
Optimal Best Arm Identification in Two-Armed Bandits with a Fixed Budget under a Small Gap Masahiro Kato Kaito Ariu Masaaki Imaizumi and Masahiro Nomura Chao Qin 95 3 0 12 Jan 2022