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Application of Deep Reinforcement Learning To Algo Trading PDF

19 Pages·2022·English
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by ['Alfred Huang']| 2022| 19 pages| English

About Application of Deep Reinforcement Learning To Algo Trading

This paper presents a novel approach using deep reinforcement learning (DRL) to solve the algorithmic trading problem of determining optimal trading positions over time. It proposes a new DRL trading algorithm called TDQN to maximize performance on stock markets. Promising results are reported for TDQN following a new performance assessment methodology.

Detailed Information

Author:['Alfred Huang']
Publication Year:2022
Pages:19
Language:English
Format:PDF
Price:FREE
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