Search Results for author: Ahmad Asadi

Found 3 papers, 2 papers with code

A Reinforcement Learning Based Encoder-Decoder Framework for Learning Stock Trading Rules

1 code implementation8 Jan 2021 Mehran Taghian, Ahmad Asadi, Reza Safabakhsh

The proposed model consists of an encoder which is a neural structure responsible for learning informative features from the input sequence, and a decoder which is a DRL model responsible for learning profitable strategies based on the features extracted by the encoder.

Machine Translation reinforcement-learning +3

Learning Financial Asset-Specific Trading Rules via Deep Reinforcement Learning

1 code implementation27 Oct 2020 Mehran Taghian, Ahmad Asadi, Reza Safabakhsh

The effect of different input representations on the performance of the models is investigated and the performance of DRL-based models in different markets and asset situations is studied.

reinforcement-learning Reinforcement Learning (RL)

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