Efficient and Robust Algorithms for Adversarial Linear Contextual Bandits

1 February 2020

Papers citing "Efficient and Robust Algorithms for Adversarial Linear Contextual Bandits"

14 / 14 papers shown

Title
Second Order Bounds for Contextual Bandits with Function Approximation Aldo Pacchiano 59 4 0 24 Sep 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
LC-Tsallis-INF: Generalized Best-of-Both-Worlds Linear Contextual Bandits Masahiro Kato Shinji Ito 36 0 0 05 Mar 2024
Refined Sample Complexity for Markov Games with Independent Linear Function Approximation Yan Dai Qiwen Cui S. S. Du 47 1 0 11 Feb 2024
Best-of-Both-Worlds Linear Contextual Bandits Masahiro Kato Shinji Ito 53 0 0 27 Dec 2023
Harnessing the Power of Federated Learning in Federated Contextual Bandits Chengshuai Shi Ruida Zhou Kun Yang Cong Shen FedML 21 0 0 26 Dec 2023
Improved Regret for Efficient Online Reinforcement Learning with Linear Function Approximation Uri Sherman Tomer Koren Yishay Mansour 32 12 0 30 Jan 2023
Refined Regret for Adversarial MDPs with Linear Function Approximation Yan Dai Haipeng Luo Chen-Yu Wei Julian Zimmert 31 12 0 30 Jan 2023
Reward Imputation with Sketching for Contextual Batched Bandits Xiao Zhang Ninglu Shao Zihua Si Jun Xu Wen Wang Hanjing Su Jirong Wen OffRL 25 1 0 13 Oct 2022
Misspecified Gaussian Process Bandit Optimization Ilija Bogunovic Andreas Krause 55 42 0 09 Nov 2021
Linear Contextual Bandits with Adversarial Corruptions Heyang Zhao Dongruo Zhou Quanquan Gu AAML 28 24 0 25 Oct 2021
Contextual Games: Multi-Agent Learning with Side Information Pier Giuseppe Sessa Ilija Bogunovic Andreas Krause Maryam Kamgarpour 52 21 0 13 Jul 2021
Weighted Linear Bandits for Non-Stationary Environments Yoan Russac Claire Vernade Olivier Cappé 82 101 0 19 Sep 2019
Kernel-based methods for bandit convex optimization Sébastien Bubeck Ronen Eldan Y. Lee 84 164 0 11 Jul 2016