Chapter
The Challenges of Autonomous Driving Validation
2:06:53 - 2:13:47 (06:54)
Real-world driving remains the ultimate validation set for autonomous driving. However, there is still a significant gap between the progress made in L2 autonomous driving and what it takes to achieve L4.
Clips
This podcast episode discusses the challenges of creating a validation set for self-driving cars, with a focus on extreme conditions like construction zones, inclement weather, and unusual behaviors by other vehicles or animals.
2:06:53 - 2:09:24 (02:31)
Self-Driving Cars
Summary
This podcast episode discusses the challenges of creating a validation set for self-driving cars, with a focus on extreme conditions like construction zones, inclement weather, and unusual behaviors by other vehicles or animals.
ChapterThe Challenges of Autonomous Driving Validation
Episode#241 – Boris Sofman: Waymo, Cozmo, Self-Driving Cars, and the Future of Robotics
PodcastLex Fridman Podcast
The gap between the progress made for level 2 autonomous cars and reaching level 4 is significant, with a giant spectrum of problems that need to be solved ranging from infrastructure to safety frameworks.
2:09:24 - 2:13:47 (04:22)
Self-driving cars
Summary
The gap between the progress made for level 2 autonomous cars and reaching level 4 is significant, with a giant spectrum of problems that need to be solved ranging from infrastructure to safety frameworks. Companies like Tesla and Waymo have pushed the field forward, but there is still much work to be done.