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Language and Video-Generative AI in Autonomous Driving - Guest Lecture by Wayve

Offered By: Lennart Svensson via YouTube

Tags

Autonomous Driving Courses Artificial Intelligence Courses Machine Learning Courses Robotics Courses Computer Vision Courses Reinforcement Learning Courses Neural Networks Courses Explainable AI Courses

Course Description

Overview

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Explore a guest lecture by Oleg Sinavski from Wayve, focusing on language and video-generative AI in autonomous driving. Delve into recent advancements in Large Language Models and their potential applications in self-driving technology. Learn about Wayve's unique end-to-end approach to autonomous vehicles, including their GAIA-1 and LINGO systems. Discover how explainability and reasoning challenges in autonomous driving are being addressed through innovative techniques. Gain insights into the integration of language models with reinforcement learning, planning, and simulation in the context of self-driving vehicles. The lecture concludes with a Q&A session, allowing for deeper exploration of the topics presented by Oleg Sinavski, a Principal Applied Scientist at Wayve with extensive experience in robotic navigation and neuromorphic computation.

Syllabus

Self-driving vehicles and Software 2.0
Wayve's approach to self-driving vehicle control
Limitations of AV2.0
GAIA-1
LINGO
Questions to Oleg Sinavski


Taught by

Lennart Svensson

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