The Waymo Driver's Rapid Learning Curve

Imagine if you could automatically learn from the driving experiences of others on the road, absorbing knowledge about all the complicated scenarios they've encountered. The Waymo Driver covers tens of thousands of miles — equivalent to a lifetime of human driving experience — in a matter of days; in simulation, it does so in minutes. But driving is a social and complex task, so it’s not just about accumulating miles, but learning from each one. Our Driver has a unique ability to learn from road events across the entire fleet, advancing its capabilities at incredible speeds. This rapid pace of learning is one of the key factors that has enabled our recent expansion across multiple major U.S. cities. Here’s a glimpse of some technological advancements that have directly contributed to our progress, as well as areas where we continue to accelerate and improve.