Combat mission planning method and system based on artificial intelligence

Abstract

The embodiment of the invention provides a combat mission planning method and system based on artificial intelligence. The method comprises the following steps: designing a combat mission planning artificial intelligence (AI) solving environment, wherein the combat mission planning AI solving environment comprises seven state features, five decision actions and one comprehensive evaluation reward function; establishing a multi-layer deep combat decision neural network model; an IMPALA reinforcement learning algorithm is adopted to train the multi-layer deep combat decision neural network model; the training result is applied to construct an intelligent combat mission planning system, the intelligent combat mission planning system automatically generates a combat scheme, and the problem of solving of battle-level combat mission planning is solved.

Description

technical field [0001] Embodiments of the present invention relate to the technical fields of military logistics and artificial intelligence, and in particular are an artificial intelligence-based combat mission planning method and system. Background technique [0002] Combat mission planning, as the brain of the military information system, is mainly based on the higher-level combat intentions, with combat resources and combat rules as constraints, using scientific planning methods and computer tools to plan the combat process, task organization, force coordination, battlefield layout and weapons. Combined use, etc. for planning and design, and the process of drafting and generating combat plan plans. Combat mission planning is divided into four levels: weapon platform level, tactical level, campaign level, and strategic level according to the command level of the service object. [0003] With the continuous development of new weapons, new technologies, and new combat conc...

AI Technical Summary

Problems solved by technology

[0007] The embodiment of the present invention aims at the large-scale and fast-paced campaign-level combat task planning problems faced by modern high-end warfare, and proposes an artificial intelligence-based combat task planning method and system;

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