ML – Feigh Research Group

Investigation of Critical Attributes for Transparency and Operator Performance in Human Autonomy Teaming (TOPHAT) for Intelligent Mission Planning

Publication date November 8, 2021
Categories: Research Projects
Categories: ML, SMM, TOPHAT

Teams tend to be high-performing when they have an accurate shared mental model. A shared mental model (SMM) is the understanding of the exterior world, as well as who within a team has both the ability to perform certain tasks as well as the responsibility to see that they are performed correctly. It incorporates understanding bout who […]

ONR – Interactive Machine Learning

Publication date September 1, 2013
Categories: Research Projects
Categories: Andrea Thomaz, Charles Isbell, IML, LfC, LfD, Mark Reidl, ML, ONR

We are interested in machines that can learn new things from people who are not Machine Learning (ML) experts. We propose a research agenda framed around the human factors (HF) and ML research questions of teaching an agent via demonstration and critique. Ultimately, we will develop a training simulation game with several nonplayer characters, all […]