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SUMMARY:Spring 2024 GRASP on Robotics: Marco Pavone\, Stanford University & NVIDIA\, "Rethinking AV Development with AV Foundation Models"
DESCRIPTION:This is a hybrid event with in-person attendance in Wu and Chen and virtual attendance on Zoom. \nABSTRACT\nFoundation models\, trained on vast and diverse data encompassing the human experience\, are at the heart of the ongoing AI revolution influencing the way we create\, problem solve\, and work. These models\, and the lessons learned from their construction\, can also be applied to the way we develop a similarly transformative technology\, autonomous vehicles. In this talk\, I will highlight recent research efforts towards rethinking elements of an AV program both in the vehicle and in the data center\, with an emphasis on (1) composing ingredients for universal and controllable end-to-end simulation\, (2) architecting autonomy stacks that leverage foundation models to generalize to long-tail events\, and (3) ensuring safety with foundation models in the loop.
URL:https://seasevents.nmsdev7.com/event/spring-2024-grasp-on-robotics-marco-pavone-stanford-university-nvidia-rethinking-av-development-with-av-foundation-models/
LOCATION:Wu and Chen Auditorium (Room 101)\, Levine Hall\, 3330 Walnut Street\, Philadelphia\, PA\, 19104\, United States
CATEGORIES:Seminar
ORGANIZER;CN="General Robotics%2C Automation%2C Sensing and Perception (GRASP) Lab":MAILTO:grasplab@seas.upenn.edu
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