Deep graph convolutional reinforcement learning for financial portfolio management – DeepPocket

•Portfolio management using a deep graph convolutional reinforcement learning method.•Extracting low-dimensional features using Restricted Stacked Autoencoder.•Interrelation among financial instruments is obtained using a DeepPocket method.•An actor-critic framework is exploited to enforce the inves...

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