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Mitchell K. Black, Jr.

Research Scientist

Toyota Research Institute of North America

I am a Research Scientist with the Cyber-Physical Systems group at Toyota Research Institute of North America (TRINA) in Ann Arbor, MI. Focusing mainly on control, estimation, and learning for safety-critical systems under uncertainty, my work explores methods for providing formal guarantees of safety and performance in the name of forging new frontiers in autonomy. With expertise in risk-aware planning and control, control barrier functions, adaptive control and estimation, Koopman operator theory, supervised machine learning, and more, I aim to promote our collective understanding of the robotic mind and its ability to interact with bodies both human and otherwise. My goals are simple: apply these learned skills to solve complex problems that make a positive impact.

Consistent with my interest in robotics of sound mind and body is my love of running, indeed there are few hobbies which demand so much of the two. Outside the lab, you may find me striding up one of Ann Arbor’s many hills or clipping off quarter mile repeats at Michigan’s storied Ferry Field. In fact, in 2021 I competed in the 800m at the US Track & Field Olympic Trials in Eugene, OR, where I placed 23rd. Since then, however, I have taken on a new role as athlete emeritus while I embark on a (possibly permanent) hiatus from competitive running.

Endeavors

Dissertakes

Inspired during a run with fellow graduate students, Dissertakes on a Ph.D. is a work in progress that seeks to provide current, former, and future PhD’s with opportunities both to share and hear various Takes on life along the road to the ever-elusive doctorate.

Active Research

Connected autonomous car networks, distributed control and estimation schemes for drone swarms, safety-conscious intention-aware decision making for multi-robot systems. What might my peers and I in the University of Michigan’s DASC Lab be working on at the moment?

Running Log

A former NCAA Division III 800m National Champion still has some reckoning to do. Tune in to the latest entry for workout results, long-run ramblings, and general thoughts on the tribulations of middle-distance training in pursuit of personal records.