A conversion method for model deduction to intelligent deduction

Abstract

The invention discloses a transformation method for model deduction to intelligent deduction, which converts the digital input of the model of the confrontation unit in the model deduction, the digital input of the rule behavior and the digital output of the behavior decision of the confrontation unit into the input and input of the image model in the intelligent deduction. Output: Carry out discrete sampling of the movement process and grouping process of the countermeasure unit in the virtual environment deduction in the intelligent deduction, and convert it into a sequence image of the graphical model; transform the damage assessment of the virtual environment deduction into each unit of the image model in the intelligent deduction The damage and overall damage assessment; the input of the image model in the intelligent deduction is used as the input of the training and testing model of deep reinforcement learning, and the training and testing model of deep reinforcement learning outputs action and strategy value vectors. The invention converts the unit behavior decision output into an output that can be used for deep reinforcement learning, so as to meet the requirements of deep reinforcement learning and provide a basis for intelligent deduction.

Description

Technical field [0001] The present invention belongs to the field of adversarial deduction techniques, in particular to a method for converting model deduction to intelligent deduction. Background [0002] Intelligent confrontation refers to the use of intelligent weapons and means on the basis of information confrontation to achieve a high-tech confrontation form with efficient command, precision strikes, automated operations, and intelligent behavior as the main purpose. In essence, intelligent confrontation is the radiation and extension of human intelligence to the information confrontation site and confrontation equipment. From the perspective of confrontation procedures and means, intelligent confrontation includes intelligent command and control and offensive and defensive confrontation of intelligent equipment. The main symbol of intelligent confrontation is the emergence of intelligent confrontation equipment groups and intelligent countermeasures. [0003] Confrontation...

AI Technical Summary

Problems solved by technology

Patent No.: 201811313124.X proposes an unsupervised intelligent confrontation deduction system based on deep reinforcement learning. This method does not introduce in detail how deep reinforcement learning is used in the confrontation deduction system

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