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

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...

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

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