140 citations · 182 across the 3 of their papers we have counts for
3 papers
q-fin.PM2023★ 1 cited
CAD: Clustering And Deep Reinforcement Learning Based Multi-Period Portfolio Management Strategy
Zhengyong Jiang, Jeyan Thiayagalingam, Jionglong Su +1
In this paper, we present a novel trading strategy that integrates reinforcement learning methods with clustering techniques for portfolio management in multi-period trading. Speci…
q-fin.CP2017★ 140 cited
A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
Zhengyao Jiang, Dixing Xu, Jinjun Liang
Financial portfolio management is the process of constant redistribution of a fund into different financial products. This paper presents a financial-model-free Reinforcement Learn…
cs.LG2016★ 41 cited
Cryptocurrency Portfolio Management with Deep Reinforcement Learning
Zhengyao Jiang, Jinjun Liang
Portfolio management is the decision-making process of allocating an amount of fund into different financial investment products. Cryptocurrencies are electronic and decentralized…