~/talk

Driving Autonomous Vehicles Forward w/Real World Applications

Talkat MLconf 2022 San Francisco · 2022-10-17..10-18· [robotics, machine-learning]
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slides:none on file

A deployed urban AV stack that combines LiDAR, cameras and radar with a fifth‑generation "wayo driver" claims 20 million autonomous miles and 20 billion simulation miles of training. Perception, semantic understanding, prediction and planning run on onboard AI compute; real incidents handled include red‑light runners, rogue motorbikes and cyclists splitting lanes. Products operating in Chandler, Phoenix and San Francisco plus long‑haul trucking in Texas show the system working in dense intersections, narrow gaps and inclement weather under a published safety framework.

AI-written summary · about

  1. 0:00Autonomous vehicle tech intro
  2. 1:10Why autonomous driving matters
  3. 3:18Waymo’s decade of safety
  4. 4:42Waymo Driver hardware
  5. 6:28Software and AI backbone
  6. 8:33Safety and performance at scale
  7. 11:04Real-world ride-hailing
  8. 12:32Waymo One in action
  9. 14:57Urban driving challenges
  10. 16:00Cyclist and pedestrian safety
  11. 18:31Autonomous trucking platform
  12. 19:37Building customer trust
  13. 21:22Q&A on intentions
  14. 23:50Sensor redundancy in L4
  15. 24:54Scaling evaluation with miles
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