Man-Machine Confrontation Action Prediction Method, Device, Electronic Equipment and Storage Medium

A prediction method and human-machine confrontation technology, applied in machine learning, instrumentation, computing, etc., can solve problems such as unsystematic technical solutions, achieve rich confrontation space, strong decision-making ability, and improve the effect of man-machine confrontation ability

Active Publication Date: 2021-07-27
INST OF AUTOMATION CHINESE ACAD OF SCI
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  • Summary
  • Abstract
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  • Claims
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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 Confrontation Action Prediction Method, Device, Electronic Equipment and Storage Medium
  • Man-Machine Confrontation Action Prediction Method, Device, Electronic Equipment and Storage Medium
  • Man-Machine Confrontation Action Prediction Method, 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 present invention provides a human-machine confrontation action prediction method, device, electronic equipment, and storage medium, wherein the method includes: constructing a confrontation space based on human-machine confrontation environment information, and modeling to obtain a confrontation space model; Analyze and reason, build a situational awareness model; make macro decisions based on the situational awareness model, generate a macro strategy plan, and decompose the macro strategy plan into the micro-operation behavior of each action unit; The micro-manipulation behavior and the situational awareness model perform target selection, path generation, time planning, and bottom-level action generation for each action unit to obtain the action sequence of each action unit. The invention improves the man-machine confrontation ability of the intelligent body.

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 Patents(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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