Contextual Bandit Algorithms with Supervised Learning Guarantees

22 February 2010

Papers citing "Contextual Bandit Algorithms with Supervised Learning Guarantees"

7 / 7 papers shown

Title
A Model Selection Approach for Corruption Robust Reinforcement Learning Chen-Yu Wei Christoph Dann Julian Zimmert 99 44 0 31 Dec 2024
Second Order Bounds for Contextual Bandits with Function Approximation Aldo Pacchiano 152 4 0 24 Sep 2024
On Bits and Bandits: Quantifying the Regret-Information Trade-off Itai Shufaro Nadav Merlis Nir Weinberger Shie Mannor 101 0 0 26 May 2024
LC-Tsallis-INF: Generalized Best-of-Both-Worlds Linear Contextual Bandits Masahiro Kato Shinji Ito 83 0 0 05 Mar 2024
Corruption-Tolerant Gaussian Process Bandit Optimization Ilija Bogunovic Andreas Krause Jonathan Scarlett 56 52 0 04 Mar 2020
Taking a hint: How to leverage loss predictors in contextual bandits? Chen-Yu Wei Haipeng Luo Alekh Agarwal 51 27 0 04 Mar 2020
A Contextual-Bandit Approach to Personalized News Article Recommendation Lihong Li Wei Chu John Langford Robert Schapire 267 2,935 0 28 Feb 2010