Agents Leveraging Learning for Intelligent Engagem
at ORAU Workforce Solutions

Date Posted: 5/29/2019

Opportunity Description

Title of Research Opportunity: Agents Leveraging Learning for Intelligent Engagement with Soldiers (A.L.L.I.E.S.) The primary objective of ALLIES project is to develop, test, and validate techniques for training artificial intelligence (AI) agents to work flexibly and efficiently alongside other AI agents and humans/Soldiers to accomplish tasks, goals, and the overall mission in dynamic multi-domain operations (MDO). Specifically, this project focuses on utilizing state-of-the-art (sota) multi-agent reinforcement learning (MARL) algorithms combined with Human-in-the-Loop (HitL) approaches to find a methodology for training AI agents to rapidly and flexibly adapt to, or learn from partners (human or agent) actions to complete tasks in novel situations and environments. Keywords: multi-agent, simulation, embodied, reinforcement learning, artificial intelligence, coordinated group actions, optimal group performance, modeling agent behavior, flexibly adaptive, human-agent teaming, adaptive agents, behavioral analysis Click here for more information

Opportunity Snapshot

About Us

Grooming future leaders in science and technology requires enhancing the skills, knowledge and experience of workers early in their careers. To that end, ORAU (Oak Ridge Associated Universities) assists in connecting the best and most diverse students, recent graduates, faculty and professionals with world-class fellowships, internships and jobs, whether in national laboratories, research institutions, federal government offices or private sector R&D departments.

ORAU works with agencies such as the U.S. Army Research Laboratory (ARL) Research Associateship Program (RAP) allow Postdoctoral Fellows, Journeyman Fellows (undergraduate and graduates students and recent graduates), Senior Researchers, and Summer Faculty engage in research initiatives of their own choice, that are compatible with the interests of the government and will potentially contribute to the general effort of the ARL. We work with the Environmental Protection Agency (EPA) to place recent graduates in full-time and part-time jobs in the Office of Research and Development at EPA under the National Student Services Contract. ORAU also works with Center for Medicare and Medicaid Innovation.

Research opportunities include, but are not limited to the following disciplines: Aerospace Engineering, Anthropology, Archeology, Biology, Biochemistry, Biological Engineering, Biomechanical Engineering, Biomedical Engineering, Chemical Engineering, Chemistry, Computer Science, Computer Engineering, Data Science, Electrical Engineering, Environmental Health Risk Assessment, Environmental Science, Entomology, Epidemiology, Ergonomics, Geology, Health Education Mechanical Engineering, Materials Science, Mathematics, Nanotechnology, Photonics, Physics, Public Health Economics, Public Health Policy, Toxicology, and more.

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