Marco Pavone

Dr. Marco Pavone is senior director of Autonomous Vehicle Research at NVIDIA and an associate professor of Aeronautics and Astronautics at Stanford University, where he directs the Autonomous Systems Laboratory. He earned his Ph.D. in Aeronautics and Astronautics from Massachusetts Institute of Technology in 2010. His research focuses on physical AI—the development of AI systems grounded in physics, perception, and control that can operate robustly in the real world. His work spans a range of applications, including autonomous vehicles, aerospace systems, and general-purpose robotics. He has received numerous honors, including the Presidential Early Career Award for Scientists and Engineers from the White House.
Marco Pavone

Posts by Marco Pavone

Robotics

How to Post-Train Autonomous Vehicle Models in Closed-Loop with NVIDIA Alpamayo

Developing autonomous vehicle (AV) policies requires bridging an important gap between training and deployment. Vision-language-action (VLA) models that can... 8 MIN READ
Robotics

Building Autonomous Vehicles That Reason with NVIDIA Alpamayo

Autonomous vehicle (AV) research is undergoing a rapid shift. The field is being reshaped by the emergence of reasoning-based vision–language–action (VLA)... 12 MIN READ
Simulation / Modeling / Design

Simulating Realistic Traffic Behavior with a Bi-Level Imitation Learning AI Model

From last-minute cut-ins to impromptu U-turns, human drivers can be incredibly unpredictable. This unpredictability stems from the complex nature of human... 5 MIN READ