A Self-Rewarding Mechanism in Deep Reinforcement Learning for Trading Strategy Optimization

Reinforcement Learning (RL) is increasingly being applied to complex decision-making tasks such as financial trading. However, designing effective reward functions remains a significant challenge. Traditional static reward functions often fail to adapt to dynamic environments, leading to inefficienc...

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Bibliographic Details
Main Authors: Yuling Huang, Chujin Zhou, Lin Zhang, Xiaoping Lu
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/12/24/4020
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