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waveCorr policy gradient model for portfolio management

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waveCorr

This is the source code of the paper entitled "WaveCorr: Correlation-savvy Deep Reinforcement Learning for Portfolio Management".

Running the project

wavecorr_run.py is the main file to run the project. Specify the parameters and hyper-parameters if the model and run the project.

Network architecture

The architecture of the network is based on waveNet as follows:

vanilaWavenet

residualConnection

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waveCorr policy gradient model for portfolio management

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