Reinforcement Learning in Portfolio Management with Sharpe Ratio Rewarding Based Framework

Liu, Zhenqiang (2023) Reinforcement Learning in Portfolio Management with Sharpe Ratio Rewarding Based Framework. In: Proceedings of the 4th International Conference on Economic Management and Model Engineering, ICEMME 2022, November 18-20, 2022, Nanjing, China.

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Abstract

Portfolio management is a financial operation which aims at maximizing the return or optimizing the Sharpe Ratio. One widely used portfolio management strategy, Mean-Variance Optimization, also known as Modern Portfolio Theory, mainly profits by focusing on finding out the expected return and varian

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 16:02
Last Modified: 17 Apr 2026 03:47
URI: http://eprints.eai.eu/id/eprint/41986

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