Near-sight-distance air combat intelligent game decision-making system and device based on reinforcement learning

The invention provides a near-sight-distance air combat intelligent game system and device based on reinforcement learning, and belongs to the technical field of flight maneuver control, the system mainly comprises four modules: a situation information module, an intelligent decision AI module, a re...

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Hauptverfasser: BAI CHAOCHAO, XIE BO, WU GUOQIANG, BAO WENLONG, HUANG KUN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides a near-sight-distance air combat intelligent game system and device based on reinforcement learning, and belongs to the technical field of flight maneuver control, the system mainly comprises four modules: a situation information module, an intelligent decision AI module, a reward function module and an action space module, the system screens and collects space information through the situation information module, and the space information is sent to the intelligent decision AI module; according to the space information, an intelligent decision AI module outputs strategy information through a reinforcement learning intelligent algorithm, an action space module outputs a specific numerical value of an action instruction according to the strategy information, and the intelligent decision AI module continuously learns and optimizes the strategy information by giving a feedback reward signal through a reward function module. According to the system, the maneuvering decision-making requireme