Training AI Teammates Using Human Input

The Army Research Laboratory Research Associateship Program (ARL-RAP) postdoctoral fellowship focuses on understanding how humans and intelligent agents can work together cooperatively to achieve desired outcomes most efficiently. This research will investigate how to leverage human inputs to increase the effectiveness of an AI teammate and how behavior from an artificial agent changes human behavior. The project will leverage behavioral, eye tracking, and electrophysiological human inputs as features in AI models. Successful candidates will be involved in all aspects of the scientific process from experimental design, data acquisition and analysis, to presentation and publication of results. The ARL-RAP is designed to significantly increase the involvement of creative and highly trained scientists and engineers from academia and industry in scientific and technical areas of interest and relevance to the Army. This postdoctoral research position is based at the DEVCOM Army Research Laboratory within the Humans in Complex Systems (HCxS) research area, which takes multi-disciplinary non-medical approaches to understand and modify the potential of humans situated in and interacting within complex social, technological, and socio-technical systems.