Pretrained and external cameras, so a completely synthetic environment
The paper presents an approach of generating a time-optimal trajectory through waypoints given physical limitations of the underactuated system. This is interesting and novel, and as demonstrated works very well. The group from which they come also work a lot with high-speed machine vision, and one of the next research steps will be combining this trajectory generation algorithm with onboard computer vision.
https://deepmind.com/blog/article/generally-capable-agents-e...