Open Problem: Order Optimal Regret Bounds for Kernel-Based Reinforcement Learning

21 June 2024

Sattar Vakili

Papers citing "Open Problem: Order Optimal Regret Bounds for Kernel-Based Reinforcement Learning"

4 / 4 papers shown

Title
Optimal Order Simple Regret for Gaussian Process Bandits Sattar Vakili N. Bouziani Sepehr Jalali A. Bernacchia Da-shan Shiu 73 54 0 20 Aug 2021
A Domain-Shrinking based Bayesian Optimization Algorithm with Order-Optimal Regret Performance Sudeep Salgia Sattar Vakili Qing Zhao 68 34 0 27 Oct 2020
Provably Efficient Reinforcement Learning with Linear Function Approximation Chi Jin Zhuoran Yang Zhaoran Wang Michael I. Jordan 86 557 0 11 Jul 2019
Finite-Time Analysis of Kernelised Contextual Bandits Michal Valko N. Korda Rémi Munos I. Flaounas N. Cristianini 182 273 0 26 Sep 2013