Frontiers in Embodied AI for Autonomous Driving

Speaker: Jamie Shotton

Location: 370 Jay Street, Room 825
Videoconference link: https://nyu.zoom.us/meeting/register/tJMlcO2qpzIjHNGR8pShq1gaMKM_VF-WRdmn

Date: Tuesday, February 27, 2024

Over the last decade, fundamental advances in AI have driven unprecedented progress across many disciplines and applications. And yet, despite significant progress, autonomous vehicles are still far from mainstream even after billions of dollars of investment. In this talk we’ll explore what’s been holding progress back, and how by adopting a modern embodied AI approach to the problem, Wayve is finally unlocking the potential of autonomous driving in complex and unstructured urban environments such as central London. We’ll also explore some of our latest research in multimodal learning to combine the power of large language models with the driving problem (“LINGO-1”), and in generative world models as learned simulators trained to predict the future conditioned on ego action (“GAIA-1”).