control

"We found that the A3 reaction was not only efficient, but also flexible enough to allow for precise control over the lipids' molecular structure," says Mitchell.

For example, using an AI system to intelligently control traffic in a congested city could help motorists reach their destinations faster, while improving safety or sustainability.

In the case of traffic, a model might struggle to control a set of intersections with different speed limits, numbers of lanes, or traffic patterns.

In the case of traffic signal control, each task could be one intersection in a task space that includes all intersections in the city.

To train an algorithm to control traffic lights at many intersections in a city, an engineer would typically choose between two main approaches.