Season 2 Ep. 8 Alex Kendall of Wayve on teaching cars to drive with machine learning скачать в хорошем качестве

Season 2 Ep. 8 Alex Kendall of Wayve on teaching cars to drive with machine learning

For Episode 8, Pieter Abbeel interviews Alex Kendall, the co-founder and CEO of Wayve, the London-based company pioneering AI technology to enable autonomous vehicles to drive in complex, never-seen-before environments. Alex is a world expert in deep learning and computer vision. Before founding Wayve, Alex was a research fellow at Cambridge University where he earned his Ph.D. in Computer Vision and Robotics. Wayve is building global momentum for the use of deep learning to solve self-driving. Alex and his team are building AV2.0—a next generation autonomous driving system that can quickly and safely adapt to new driving domains anywhere in the world. The interview spans a range of topics including Wayve's technological approach, its metrics for success, and Wayve's latest milestones. What's in this episode: 00:00:00 - Introduction 00:02:18 - The early days of Wayve and Alex's education 00:09:51 - The vision of AV 2.0, end-to-end learning explained 00:17:41 - Last-mile grocery delivery trial 00:25:19 - How Wayve measures progress & the challenge of objective function, the metric of miles per human intervention 00:34:28 - Building trust between humans and machines 00:40:18 - The camera sensor debate 00:46:05 - How Wayve's tech stack differs from Tesla & Waymo 00:57:24 - What the future will bring Links: Website: https://wayve.ai/ AV 2.0 explained: https://wayve.ai/blog/a-new-approach-... Twitter:   / alexgkendall   SUBSCRIBE TODAY: Apple: https://apple.co/3vRqBlV Spotify: https://spoti.fi/3d0PEwf Amazon: https://amzn.to/2SWdZfP Google: https://bit.ly/3d52Uju Acast: https://bit.ly/3A0uqIO Host: Pieter Abbeel Executive Producers: Alice Patel & Henry Tobias Jones Production: Fresh Air Production