The Air Force has invested in research and development of multi-agent intelligence for collaborative autonomy, machine learning, AI, and manned-on-man teaming technologies for air-to-air combat to better understand the technology required to defeat certain scenarios and use advanced manufacturing techniques for a particular mission or battle.