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Method for reconstructing investment and financing behaviors by utilizing simulation environment

A simulated environment, investment and financing technology, applied in the field of reconstructing investment and financing behaviors using a simulated environment, can solve problems such as error information, achieve the effects of small compound errors, improve efficiency, and reduce trial and error costs

Active Publication Date: 2021-04-23
POLIXIR TECH LTD
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  • Abstract
  • Description
  • Claims
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AI Technical Summary

Problems solved by technology

Therefore, in this problem, the use of supervised learning methods usually overfits the non-general characteristics shown in the data, and even gives an error message

Method used

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Embodiment Construction

[0015] Below in conjunction with specific embodiments, the present invention will be further illustrated, and it should be understood that these embodiments are only used to illustrate the present invention and not to limit the scope of the present invention. The modifications all fall within the scope defined by the appended claims of this application.

[0016] A method of reconstructing investment and financing behaviors by using a simulated environment. First, the entire process of contacting various investment institutions with projects that need financing is divided into six stages, and the content provided by the project in each stage and the feedback of investment institutions are defined, so as to The original process is divided into six fixed stages, and investment institutions will have fixed feedback information at each stage.

[0017] The six stages include:

[0018] First, the initial stage

[0019] Enterprise: Provide BP materials

[0020] Investment instituti...

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Abstract

The invention discloses a method for reconstructing investment and financing behaviors by using a simulation environment, which comprises the following steps: dividing the whole process of contacting a project to be financed with each investment institution into six stages, and defining the content provided by the project in each stage and the feedback information of the investment institution; learning the decision of the investment institution by using historical data, virtualizing the investment institution, and generating investment institution behavior data consistent with a real investment institution by using a generative adversarial network; and predicting an investment and financing result, defining a strategy of an enterprise, and updating the two strategies pi < input > and pi < path > by utilizing a reinforcement learning algorithm to obtain a trained strategy pi < input > and a trained strategy pi < path >. According to the method provided by the invention, the investment institution is simulated, the trial and error cost can be greatly reduced, and the investment and financing activity efficiency is improved.

Description

technical field [0001] The invention relates to a method for reconstructing investment and financing behaviors by using a simulated environment, establishing an investment and financing environment model by using a reinforcement learning method, and providing users with an investment and financing behavior model with accurate results. Background technique [0002] FA, Financial Advisor. In essence, it is a financing intermediary for enterprises, connecting projects and funds. The role of FA is to help liberate the investor's labor force and efficiently invest in quasi-projects; to help projects quickly raise funds and save time and cost. For investors, FA is a project filter for investors. It can not only keep pushing projects for investors, but more importantly, it can help screen projects, match more accurate projects for investors in different fields, improve the efficiency. Professional FA can provide targeted services. FA understands the tastes and styles of mainstr...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q40/06G06N3/08
CPCG06N3/08G06Q40/06
Inventor 秦熔均刘泽琳张超蒋建阳徐亮
Owner POLIXIR TECH LTD
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