The End of Optimism? An Asymptotic Analysis of Finite-Armed Linear Bandits

14 October 2016

Papers citing "The End of Optimism? An Asymptotic Analysis of Finite-Armed Linear Bandits"

22 / 22 papers shown

Title
Causally Abstracted Multi-armed Bandits Fabio Massimo Zennaro Nicholas Bishop Joel Dyer Yorgos Felekis Anisoara Calinescu Michael Wooldridge Theodoros Damoulas 38 2 0 26 Apr 2024
Multi-Armed Bandits with Abstention Junwen Yang Tianyuan Jin Vincent Y. F. Tan 31 0 0 23 Feb 2024
Best-of-Both-Worlds Linear Contextual Bandits Masahiro Kato Shinji Ito 53 0 0 27 Dec 2023
Geometry-Aware Approaches for Balancing Performance and Theoretical Guarantees in Linear Bandits Yuwei Luo Mohsen Bayati 26 1 0 26 Jun 2023
Exploration in Linear Bandits with Rich Action Sets and its Implications for Inference Debangshu Banerjee Avishek Ghosh Sayak Ray Chowdhury Aditya Gopalan 35 9 0 23 Jul 2022
Truncated LinUCB for Stochastic Linear Bandits Yanglei Song Meng zhou 52 0 0 23 Feb 2022
Reinforcement Learning in Linear MDPs: Constant Regret and Representation Selection Matteo Papini Andrea Tirinzoni Aldo Pacchiano Marcello Restelli A. Lazaric Matteo Pirotta 19 18 0 27 Oct 2021
Breaking the Moments Condition Barrier: No-Regret Algorithm for Bandits with Super Heavy-Tailed Payoffs Han Zhong Jiayi Huang Lin F. Yang Liwei Wang 19 7 0 26 Oct 2021
Fair Exploration via Axiomatic Bargaining Jackie Baek Vivek F. Farias FaML 18 28 0 04 Jun 2021
Information Directed Sampling for Sparse Linear Bandits Botao Hao Tor Lattimore Wei Deng 25 19 0 29 May 2021
Incentivizing Exploration in Linear Bandits under Information Gap Huazheng Wang Haifeng Xu Chuanhao Li Zhiyuan Liu Hongning Wang 75 4 0 08 Apr 2021
Leveraging Good Representations in Linear Contextual Bandits Matteo Papini Andrea Tirinzoni Marcello Restelli A. Lazaric Matteo Pirotta 33 26 0 08 Apr 2021
Multi-Armed Bandits with Dependent Arms Rahul Singh Fang Liu Yin Sun Ness B. Shroff 21 11 0 13 Oct 2020
Optimal Best-arm Identification in Linear Bandits Yassir Jedra Alexandre Proutiere 11 75 0 29 Jun 2020
Crush Optimism with Pessimism: Structured Bandits Beyond Asymptotic Optimality Kwang-Sung Jun Chicheng Zhang 28 10 0 15 Jun 2020
Categorized Bandits Matthieu Jedor Jonathan Louëdec Vianney Perchet 25 11 0 04 May 2020
Adaptive Exploration in Linear Contextual Bandit Botao Hao Tor Lattimore Csaba Szepesvári 22 74 0 15 Oct 2019
Polynomial-time Algorithms for Multiple-arm Identification with Full-bandit Feedback Yuko Kuroki Liyuan Xu Atsushi Miyauchi Junya Honda Masashi Sugiyama 25 17 0 27 Feb 2019
Beating Stochastic and Adversarial Semi-bandits Optimally and Simultaneously Julian Zimmert Haipeng Luo Chen-Yu Wei 11 79 0 25 Jan 2019
Differentially Private Contextual Linear Bandits R. Shariff Or Sheffet 16 114 0 28 Sep 2018
Information Directed Sampling and Bandits with Heteroscedastic Noise Johannes Kirschner Andreas Krause 24 122 0 29 Jan 2018
Minimal Exploration in Structured Stochastic Bandits Richard Combes Stefan Magureanu Alexandre Proutiere 33 115 0 01 Nov 2017