Multi-agent deep reinforcement learning algorithm with trend consistency regularization for portfolio management

Author:

Ma CongORCID,Zhang Jiangshe,Li Zongxin,Xu Shuang

Funder

National Natural Science Foundation of China

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Software

Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. New reinforcement learning based on representation transfer for portfolio management;Knowledge-Based Systems;2024-06

2. A survey on multi-agent reinforcement learning and its application;Journal of Automation and Intelligence;2024-06

3. Cross-Insight Trader: A Trading Approach Integrating Policies with Diverse Investment Horizons for Portfolio Management;2024 IEEE 40th International Conference on Data Engineering (ICDE);2024-05-13

4. Integrating Deep Learning and Reinforcement Learning for Enhanced Financial Risk Forecasting in Supply Chain Management;Journal of the Knowledge Economy;2024-04-08

5. Research on Deep Reinforcement Learning Futures Investment Model: Based on Long Short Term Memory Networks;Proceedings of the 2024 3rd International Conference on Cryptography, Network Security and Communication Technology;2024-01-19

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