Spring 2023 GRASP on Robotics: Frank Dellaert, Georgia Tech, “Factor Graphs for Perception and Action”
January 27, 2023 at 10:30 AM - 11:45 AM
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Organizer
General Robotics, Automation, Sensing and Perception (GRASP) Lab
Email:
grasplab@seas.upenn.edu
Website:
View Organizer Website
Venue
This is a hybrid event with in-person attendance in Wu and Chen and virtual attendance via Zoom. This week’s presenter will be virtual.
ABSTRACT
Factor graphs have been very successful in providing a lingua franca in which to phrase robotics perception and navigation problems. In this talk I will re-visit some of those successes, also discussed in depth in a recent review article. However, I will focus on our more recent work in the talk, centered on using factor graphs for *action*. I will discuss our efforts in motion planning, trajectory optimization, optimal control, and model-predictive control, highlighting SCATE, our recent work on collision avoidance for autonomous spacecraft.

