Search Results for author: Akram Mirzaeinia

Found 2 papers, 0 papers with code

CNN-DRL with Shuffled Features in Finance

no code implementations16 Jan 2024 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.

reinforcement-learning

CNN-DRL for Scalable Actions in Finance

no code implementations10 Jan 2024 Sina Montazeri, Akram Mirzaeinia, Haseebullah Jumakhan, Amir Mirzaeinia

To address this, we designed a CNN agent that concatenates the data from the last ninety days of the daily feature vector to create the CNN input matrix.

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