Comparison of Deep Q-Learning Network and Double Deep Q-Learning Network for Trading Strategy

Chen, Yang (2024) Comparison of Deep Q-Learning Network and Double Deep Q-Learning Network for Trading Strategy. In: Proceedings of the 4th International Conference on Economic Management and Big Data Applications, ICEMBDA 2023, October 27–29, 2023, Tianjin, China.

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Abstract

This study introduces a unique program designed to provide a specialized trading environment for the purpose of training agents. Two principal agents, namely Deep Q-Leaning Network (DQN) and Double DQN (DDQN), were taught and afterwards evaluated, with their performance measured using profit metrics

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 17:05
Last Modified: 17 Apr 2026 01:01
URI: http://eprints.eai.eu/id/eprint/46745

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