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Wayve Presents: The Industry's First Generalisable AI Driver

Wayve
3.5K subscribers
8.9K views 2 years ago
The inside story of the Wayve team who created the first AI Driver that can generalise to different cities and vehicle types, a grand challenge of self-driving that unlocks the ability to scale this technology. Read more: https://wayve.ai/blog/industry-first-... ----- Contents of this video ------ 0:00 - Title card 0:23 - Intro to Wayve 0:47 - How our system learns to drive 1:11 - Why is generalisation important 2:01 - Multi-city generalisation test 2:41 - Multi-vehicle generalisation test 2:58 - How we trained our system 3:22 - Simulation training 3:46 - Integrating our driver model with the vehicle 4:41 - How we approach safety 5:26 - Key takeaway about targeted data 5:57 - How the autonomous van performed on the road 6:55 - Why this approach matters --- Watch other video demonstrations of our autonomous van: Autonomous Van Runs    • Autonomous Van Runs   Generalising from cars to vans:    • Generalising from cars to vans   Autonomous Van Driving Manoeuvres    • Autonomous Van Driving Manoeuvres   ...more
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Wayve Presents: The Industry's First Generalisable AI Driver
110Likes
8,930Views
2022Sep 26
The inside story of the Wayve team who created the first AI Driver that can generalise to different cities and vehicle types, a grand challenge of self-driving that unlocks the ability to scale this technology. Read more: https://wayve.ai/blog/industry-first-... ----- Contents of this video ------ 0:00 - Title card 0:23 - Intro to Wayve 0:47 - How our system learns to drive 1:11 - Why is generalisation important 2:01 - Multi-city generalisation test 2:41 - Multi-vehicle generalisation test 2:58 - How we trained our system 3:22 - Simulation training 3:46 - Integrating our driver model with the vehicle 4:41 - How we approach safety 5:26 - Key takeaway about targeted data 5:57 - How the autonomous van performed on the road 6:55 - Why this approach matters --- Watch other video demonstrations of our autonomous van: Autonomous Van Runs    • Autonomous Van Runs   Generalising from cars to vans:    • Generalising from cars to vans   Autonomous Van Driving Manoeuvres    • Autonomous Van Driving Manoeuvres  

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