The increasing prevalence of digital twins in the industry is providing ever more opportunities for Reinforcement Learning (RL) outside academia and video games. The America’s Cup is the oldest sports trophy in the world but is first and foremost a competition on boat design and technology. Here, we present how we supported Emirates Team New Zealand in...