conftrace_

finite-time analysis

31 papers

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Co-occurring keywords

temporal difference learning (149) convergence rate (607) stochastic approximation (101) regret bound (1926) reinforcement learning (4352) function approximation (319) multi-armed bandit (1098) linear function approximation (101) sample complexity (1169) policy gradient (520)

Papers

On Asymptotic and Finite-Time Optimality of Bayesian Predictors JMLR 2019
Finite-Time Error Bounds For Linear Stochastic Approximation andTD Learning COLT 2019
Finite-Time Analysis of Distributed TD(0) with Linear Function Approximation on Multi-Agent Reinforcement Learning ICML 2019
Non-Asymptotic Analysis of a New Bandit Algorithm for Semi-Bounded Rewards JMLR 2015
Finite Time Analysis of Stratified Sampling for Monte Carlo NIPS 2011
A Finite-Time Analysis of Multi-armed Bandits Problems with Kullback-Leibler Divergences COLT 2011