Research on Intelligent Decision-Making Technology for Unmanned Swarm Based on Large Language Models

Intelligent decision-making is the inevitable choice and inherent requirement for commanding intelligent warfare. It is also an indispensable important component of the intelligent development of unmanned system swarm combat. This paper outlines the research background and progress of unmanned swarm, large language models (LLMs), and intelligent decision-making. From the perspectives of military operations and technical implementation, the paper analyzes the needs and challenges of intelligent decision-making technology for unmanned swarm. Guided by the OODA loop, and based on large language models, the paper proposes intelligent decision-making technology methods that encompass situational awareness and understanding, situational deduction and decision-making, as well as evaluation and memory functions.