Research scientist @DeepMind, here to see what's going on in the world and what @samuelpepys is up to
Nov 24, 2022 • 6 tweets • 3 min read
Excited to share the details of our work at @DeepMind on using reinforcement learning to help large-scale commercial cooling systems save energy and run more efficiently: arxiv.org/abs/2211.07357.
Here’s what we found 🧵
First, #RL can substantially outperform industry standard controllers.
📉 We reduced energy use by 9% and 13% at two separate sites, while satisfying all of the constraints at a level comparable with the baseline policy.
