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    2007
    Springer
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    Solving Deep Memory POMDPs with Recurrent Policy Gradients
    14 years 1 months ago
    Solving Deep Memory POMDPs with Recurrent Policy Gradients
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    Abstract. This paper presents Recurrent Policy Gradients, a modelfree reinforcement learning (RL) method creating limited-memory stochastic policies for partially observable Markov...
    Daan Wierstra, Alexander Förster, Jan Peters,...
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