Man-machine adversarial action prediction method and device, electronic equipment and storage medium

A prediction method and man-machine confrontation technology, applied in machine learning, computing model, computing and other directions, can solve problems such as no systematic technical solutions, and achieve the effect of enriching confrontation space, improving man-machine confrontation ability, and strong decision-making ability

Active Publication Date: 2021-04-09
INST OF AUTOMATION CHINESE ACAD OF SCI
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AI Technical Summary

Problems solved by technology

[0004] Although man-machine confrontation intelligence technology has received great attention and has shown its application prospects in different application fields, there is no systematic technical solution for the modelable, computable and explainable man-machine confrontation intelligence decision-making process

Method used

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  • Man-machine adversarial action prediction method and device, electronic equipment and storage medium
  • Man-machine adversarial action prediction method and device, electronic equipment and storage medium
  • Man-machine adversarial action prediction method and device, electronic equipment and storage medium

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Embodiment Construction

[0044]In order to make the purpose, technical solutions and advantages of the present invention clearer, the technical solutions in the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the present invention. Obviously, the described embodiments are part of the embodiments of the present invention , but not all examples. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0045] figure 1 A schematic flow chart of the method for predicting man-machine confrontation actions provided by the embodiment of the present invention, as shown in figure 1 As shown, the method includes:

[0046] Step 110: Construct a confrontation space based on the environment information of man-machine confrontation, and model the confrontation space model; the confrontation space incl...

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Abstract

The invention provides a man-machine adversarial action prediction method and device, electronic equipment and a storage medium, and the method comprises the steps: constructing an adversarial space based on man-machine adversarial environment information, and carrying out the modeling to obtain an adversarial space model; analyzing and reasoning the adversarial space model to construct a situation cognition model; performing macroscopic decision based on the situation cognition model, generating a macroscopic strategy plan, and decomposing the macroscopic strategy plan into microoperation behaviors of each action unit; and on the basis of the micro-operation behavior of each action unit and the situation cognition model, performing target selection, path generation, time planning and underlying action generation on each action unit to obtain an action sequence of each action unit. According to the invention, the man-machine adversarial capability of the intelligent agent is improved.

Description

technical field [0001] The present invention relates to the technical field of man-machine confrontation, in particular to a method, device, electronic equipment and storage medium for predicting man-machine confrontation actions. Background technique [0002] As the frontier direction of artificial intelligence research, human-machine confrontation has become a research hotspot in the field of intelligent decision-making at home and abroad, and provides an effective experimental environment and approach for exploring the internal growth mechanism of machine intelligence and the verification of key technologies. Based on the existing knowledge and intelligence level of human beings, through the research and implementation of new intelligent learning algorithms, the machine intelligence will continue to approach, reach or even exceed the human intelligence level within a controllable range. The whole process can not only enable machines to serve humans more intelligently, but...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N20/00
CPCG06N20/00
Inventor 黄凯奇赵美静尹奇跃
Owner INST OF AUTOMATION CHINESE ACAD OF SCI
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