finite-time analysis

Decentralized TD Tracking with Linear Function Approximation and its Finite-Time Analysis NeurIPS 2020 Finite-Time Analysis for Double Q-learning NeurIPS 2020 Finite-Time Analysis of Asynchronous Stochastic Approximation and Q-Learning COLT 2020 Finite-Time Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation AISTATS 2020 Finite Time Analysis of Linear Two-timescale Stochastic Approximation with Markovian Noise COLT 2020 Periodic Q-Learning L4DC 2020 Finite-Time Analysis of Distributed TD(0) with Linear Function Approximation on Multi-Agent Reinforcement Learning ICML 2019 Finite-Time Error Bounds For Linear Stochastic Approximation andTD Learning COLT 2019 On Asymptotic and Finite-Time Optimality of Bayesian Predictors JMLR 2019 A Finite Time Analysis of Temporal Difference Learning With Linear Function Approximation COLT 2018 Black-box optimization of noisy functions with unknown smoothness NeurIPS 2015 Non-Asymptotic Analysis of a New Bandit Algorithm for Semi-Bounded Rewards JMLR 2015 A Finite-Time Analysis of Multi-armed Bandits Problems with Kullback-Leibler Divergences COLT 2011 Finite Time Analysis of Stratified Sampling for Monte Carlo NeurIPS 2011