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q-fin.CP2024
Gradient Reduction Convolutional Neural Network Policy for Financial Deep Reinforcement Learning
Sina Montazeri, Haseebullah Jumakhan, Sonia Abrasiabian +1
Building on our prior explorations of convolutional neural networks (CNNs) for financial data processing, this paper introduces two significant enhancements to refine our CNN model…
q-fin.CP2024★ 1 cited
CNN-DRL with Shuffled Features in Finance
Sina Montazeri, Akram Mirzaeinia, Amir Mirzaeinia
In prior methods, it was observed that the application of Convolutional Neural Networks agent in Deep Reinforcement Learning to financial data resulted in an enhanced reward. In th…