Program Summary
The Agile Teams (A-Teams) program aims to discover, test, and demonstrate generalizable mathematical abstractions for the design of agile human-machine teams and to provide predictive insight into team performance. While human-machine teams have been the subject of considerable past work in artificial intelligence and autonomy, designing agile team architectures remains largely a trial-and-error enterprise. The A-Teams program seeks to create a systematic methodology to design teams that best use the capabilities of both humans and machines and that can achieve enhanced performance in uncertain, dynamic, and co-evolving environments. These new abstractions will be validated using experimental testbeds aimed to support reproducible evaluation of human-machine team architectures in a diverse range of problem contexts.