Authors: Vinicius G. Goecks, Nicholas Waytowich

Published on: February 01, 2024

Impact Score: 8.15

Arxiv code: Arxiv:2402.01786

Summary

• What is new: Introduction of COA-GPT, a new algorithm using Large Language Models for quick COA generation in military operations.
• Why this is important: Developing Courses of Action in military operations is time-consuming and complex.
• What the research proposes: COA-GPT employs Large Language Models, incorporating military doctrine for fast generation of valid COAs from commander inputs.
• Results: COA-GPT surpasses existing algorithms in speed and strategic soundness of COA generation, offering real-time COA refinement.

Technical Details

Technological frameworks used: In-context learning with Large Language Models (LLMs)

Models used: COA-GPT

Data used: Mission information in text and image formats; StarCraft II game for evaluation

Potential Impact

Defense sector, military technology companies, and strategic planning software developers

Want to implement this idea in a business?

We have generated a startup concept here: StratAI.