System Design for Autonomous Vehicles with Drago Anguelov - #454

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

コンテンツは TWIML and Sam Charrington によって提供されます。エピソード、グラフィック、ポッドキャストの説明を含むすべてのポッドキャストコンテンツは、TWIML and Sam Charrington またはそのポッドキャストプラットフォームパートナーによって直接アップロードされ、提供されます。誰かがあなたの著作物をあなたの許可なく使用していると思われる場合は、ここで概説されているプロセスに従うことができますhttps://ja.player.fm/legal。

3y ago 50:52

MP3•エピソードのホーム

Today we’re joined by Drago Anguelov, Distinguished Scientist and Head of Research at Waymo.

In our conversation, we explore the state of the autonomous vehicles space broadly and at Waymo, including how AV has improved in the last few years, their focus on level 4 driving, and Drago’s thoughts on the direction of the industry going forward. Drago breaks down their core ML use cases, Perception, Prediction, Planning, and Simulation, and how their work has lead to a fully autonomous vehicle being deployed in Phoenix.

We also discuss the socioeconomic and environmental impact of self-driving cars, a few research papers submitted to NeurIPS 2020, and if the sophistication of AV systems will lend themselves to the development of tomorrow’s enterprise machine learning systems.

The complete show notes for this episode can be found at twimlai.com/go/454.

700 つのエピソード