Fresh Perspectives on the Future of Autonomous Driving

Fresh Perspectives on the Future of Autonomous Driving

Abstract

This workshop aims to foster communication around current paradigms for autonomous vehicles. While we see sufficient maturity in all parts of the classical self-driving stack, their combined performance leaves room for improvement. In the past years, ML-first solutions have been showing promising results, not only in simulation or simplified scenarios, but also in real-world, complex environments. We want to open up the discussion on the challenges that need to be solved in order to enable the next generation of AVs and to encourage new ideas regarding their scalability and safety.

Date
Location
Philadelphia, United States
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Rowan McAllister

My research interests include autonomous vehicles, reinforcement learning, and probabilistic modelling.