Search Results for author: Mao Guan

Found 2 papers, 1 papers with code

FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models

1 code implementation23 May 2024 Hongyang Yang, Boyu Zhang, Neng Wang, Cheng Guo, Xiaoli Zhang, Likun Lin, Junlin Wang, Tianyu Zhou, Mao Guan, Runjia Zhang, Christina Dan Wang

As financial institutions and professionals increasingly incorporate Large Language Models (LLMs) into their workflows, substantial barriers, including proprietary data and specialized knowledge, persist between the finance sector and the AI community.

AI Agent Decision Making +2

Explainable Deep Reinforcement Learning for Portfolio Management: An Empirical Approach

no code implementations7 Nov 2021 Mao Guan, Xiao-Yang Liu

In particular, we quantify the prediction power by calculating the linear correlations between the feature weights of a DRL agent and the reference feature weights, and similarly for machine learning methods.

Management reinforcement-learning +1

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