Learning based Estimation & Control
We work on diverse machine learning applications in estimation & control, and control theoretic guarantees of stability, safety & security in learning based control. Our primary research interests in the field of machine learning include the following:
theoretical guarantees for learning based estimation & control
reinforcement learning based controller design
deep learning applications to computer vision assisted estimation & control
Some of our ongoing and past projects can be found below.