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• W2892762642 abstract "Anderson acceleration is an old and simple method for accelerating the computation of a fixed point. However, as far as we know and quite surprisingly, it has never been applied to dynamic programming or reinforcement learning. In this paper, we explain briefly what Anderson acceleration is and how it can be applied to value iteration, this being supported by preliminary experiments showing a significant speed up of convergence, that we critically discuss. We also discuss how this idea could be applied more generally to (deep) reinforcement learning." @default.
• W2892762642 created "2018-10-05" @default.
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• W2892762642 date "2018-09-25" @default.
• W2892762642 modified "2023-10-06" @default.
• W2892762642 title "Anderson Acceleration for Reinforcement Learning" @default.
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