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• W2150147323 abstract "In this paper we show that for discounted MDPs with discount factor γ > 1/2 the asymptotic rate of convergence of Q-learning is O(1/tR(1-γ)) if R(1 - γ) 0, where pmin and pmax now become the minimum and maximum state-action occupation frequencies corresponding to the stationary distribution." @default.
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• W2150147323 date "1997-12-01" @default.
• W2150147323 modified "2023-10-05" @default.
• W2150147323 title "The Asymptotic Convergence-Rate of Q-learning" @default.
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