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AlphaQCM: Alpha Discovery in Finance with Distributional Reinforcement Learning
MDP / Markov decision processResource overview

AlphaQCM: Alpha Discovery in Finance with Distributional Reinforcement Learning

Paper

by Ke Zhu, Zhoufan Zhu

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MDPMarkov decision processQ functionQ-networkQCMalpha discoveryalpha miningdistributional reinforcement learningempirical evaluationexplorationfinancial datasetsformulaic alphalarge-scale datasetsnon-stationarityquantile networkquantile regressionquantiled conditional momentquantilesquantitative tradingreinforcement learningreward sparsitysearch spacesequential decision makingstock universesystematic investingunbiased variance estimation

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