I am developing path-planning algorithms to minimize localization error for a centralized robot swarm in GPS-denied environments. Simulating an underwater robot swarm that localizes based on landmarks and shared factor graphs, I am testing approaches to take an optimal path.
I developed three techniques for improving terrain and object classification in robotic systems using machine learning algorithms FAST-LIO, SAM2, YOLO, and CLIP.