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About

Anna Petrovskaya is a leading figure in autonomous systems, whose research bridges the critical domains of autonomous driving, probabilistic robotics, and tactile manipulation. She is best known for her foundational work on the Stanford Racing Team’s entry, Junior, which secured second place in the 2007 DARPA Urban Challenge. Her seminal paper, "Junior: The Stanford entry in the Urban Challenge" (2008), has amassed over 1,000 citations, establishing her as a key architect of modern urban autonomous driving. Petrovskaya’s major contributions include developing model-based vehicle detection and tracking algorithms that enable autonomous vehicles to perceive and interact with dynamic traffic, as detailed in her highly cited 2009 work (437 citations). Beyond driving, she pioneered probabilistic approaches for mobile manipulation in dynamic environments, such as opening doors, and advanced the field of tactile robotics with her work on global object localization via touch (142 citations). Her research on probabilistic estimation of whole-body contacts has also been instrumental in enabling more dexterous, human-like robot control. Petrovskaya’s work has profoundly shaped how robots perceive, navigate, and physically interact with the world.