Search Results for author: Jinjun Liang

Found 3 papers, 2 papers with code

CAD: Clustering And Deep Reinforcement Learning Based Multi-Period Portfolio Management Strategy

no code implementations2 Oct 2023 Zhengyong Jiang, Jeyan Thiayagalingam, Jionglong Su, Jinjun Liang

To the best of our knowledge, our approach is the first to combine clustering methods and reinforcement learning methods for portfolio management in the context of multi-period trading.

Clustering Management +1

A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem

27 code implementations30 Jun 2017 Zhengyao Jiang, Dixing Xu, Jinjun Liang

They are, along with a number of recently reviewed or published portfolio-selection strategies, examined in three back-test experiments with a trading period of 30 minutes in a cryptocurrency market.

Management Portfolio Optimization +2

Cryptocurrency Portfolio Management with Deep Reinforcement Learning

3 code implementations5 Dec 2016 Zhengyao Jiang, Jinjun Liang

Portfolio management is the decision-making process of allocating an amount of fund into different financial investment products.

Decision Making Management +2

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